{"id":"W2316103146","doi":"10.1177/1532708613477368","title":"Occupy Colleges Now","year":2013,"lang":"en","type":"article","venue":"Culture Studies &#x2194 Critical Methodologies","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001242861,0.0002466974,0.0005450332,0.000059072,0.002015808,0.0001644471,0.0003857755,0.0001987762,0.0007912643],"category_scores_gemma":[0.03397311,0.0001462999,0.0001735181,0.0004275709,0.003148004,0.0004165177,0.0003164437,0.0002558287,0.0006880413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355541,"about_ca_system_score_gemma":0.00009650527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132916,"about_ca_topic_score_gemma":0.0001431766,"domain_scores_codex":[0.9974049,0.0007106826,0.0003157366,0.0004057602,0.0004343376,0.0007285691],"domain_scores_gemma":[0.9950969,0.0031758,0.00006778086,0.0002340988,0.001181391,0.0002440479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000108831,0.0000746643,0.0008724096,0.00007559079,0.0002612716,0.000005543423,0.05264369,8.91421e-7,0.00009786404,0.2815903,0.6546178,0.009749125],"study_design_scores_gemma":[0.000101813,0.00005903202,0.001703617,0.00002728159,0.00004379656,0.000001130084,0.4684996,2.823576e-7,0.00007830537,0.05757145,0.4717046,0.0002090397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01349504,0.04015024,0.00195496,0.2909361,0.018993,0.001966818,0.00004868578,0.001477606,0.6309776],"genre_scores_gemma":[0.3162086,0.06358607,0.4489449,0.01300743,0.006758693,0.001653524,0.00001147562,0.00008213335,0.1497472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4812304,"threshold_uncertainty_score":0.9995649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2339492568996263,"score_gpt":0.499229563425003,"score_spread":0.2652803065253766,"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."}}