{"id":"W4387775653","doi":"10.2139/ssrn.4583322","title":"Make it Personal: Standardization and Prosocial Behavior","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Prosocial behavior; Standardization; Psychology; Social psychology; Internet privacy; Applied psychology; Computer science; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.002002386,0.0000560726,0.00008139966,0.0001158205,0.0008124387,0.00006073381,0.0001931769,0.0001036107,0.00006094695],"category_scores_gemma":[0.0002168679,0.00005590383,0.00003525603,0.0003339997,0.0001875845,0.00008331067,0.00003985609,0.0007369028,0.00003160989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073758,"about_ca_system_score_gemma":0.001424119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375965,"about_ca_topic_score_gemma":0.01223019,"domain_scores_codex":[0.9984469,0.0001423442,0.0001235908,0.00009499172,0.000261703,0.0009304235],"domain_scores_gemma":[0.9996614,0.00004689779,0.00007458759,0.00007291852,0.00008609999,0.00005805065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001807363,0.00004656926,0.01431895,0.000002406304,0.00004488073,0.000003689249,0.01396447,4.702829e-7,0.0002377042,0.6421894,0.001398105,0.3277752],"study_design_scores_gemma":[0.001780531,0.0002669767,0.01402377,0.00002424519,0.00009486711,0.0001023753,0.1361562,0.0002513819,0.0000619214,0.27152,0.5752672,0.0004504974],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939497,0.001577247,0.001950386,0.07964169,0.0005913558,0.0006850247,0.00001106208,0.0006846835,0.02090881],"genre_scores_gemma":[0.9846117,0.01108614,0.00005970072,0.00007747907,0.0001676227,0.00001684814,0.000005156112,0.000009511535,0.003965816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5738691,"threshold_uncertainty_score":0.6824735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300470056626976,"score_gpt":0.3442355623251756,"score_spread":0.3212308617589059,"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."}}