{"id":"W4241285327","doi":"10.31235/osf.io/z3myc","title":"Under What Conditions are Students Willing to Protest? Selective Incentives, Production Functions, and Grievances","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; York University; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Washington; National Science Foundation","keywords":"Grievance; Incentive; Context (archaeology); Production (economics); Social psychology; Collective action; Psychology; Function (biology); Test (biology); Political science; Sociology; Economics; Microeconomics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232008,0.0001957903,0.0002393538,0.00004732831,0.001197796,0.0007896622,0.0002187303,0.0002005207,0.00003907513],"category_scores_gemma":[0.0002780159,0.0001772024,0.00005551821,0.0004177449,0.0002230507,0.0005243676,0.0003034253,0.0004071066,0.00003234394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026396,"about_ca_system_score_gemma":0.00018159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135752,"about_ca_topic_score_gemma":0.01742654,"domain_scores_codex":[0.9982421,0.0001926028,0.0001735475,0.0006296606,0.0005189655,0.0002431101],"domain_scores_gemma":[0.9991401,0.00004324902,0.000169249,0.00009992567,0.0003680294,0.0001794497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000523524,0.002000466,0.244069,0.001180374,0.003305967,0.00002705768,0.4640689,0.009819533,0.003044473,0.1282752,0.05219299,0.09149251],"study_design_scores_gemma":[0.0003312392,0.0001547798,0.1481072,0.001154962,0.0002764129,0.000001445226,0.6936047,0.00006084544,0.0001639575,0.1273475,0.02750653,0.001290431],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131233,0.0009050002,0.001311529,0.06949898,0.005272413,0.005112499,0.00008167655,0.0005821813,0.004112488],"genre_scores_gemma":[0.9853773,0.002088759,0.0003269934,0.0008583835,0.001242758,0.0004345228,0.0001000451,0.0000175921,0.009553654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2295358,"threshold_uncertainty_score":0.9724419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217672684557473,"score_gpt":0.353318048691016,"score_spread":0.3111413218454412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}