{"id":"W4221063845","doi":"10.31124/advance.19383845.v1","title":"No Expectation of Privacy~ Building Community in Schools","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Punitive damages; Mindset; Psychology; Political science; Ethnic group; Zero tolerance; Public relations; Criminology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002692176,0.00007753136,0.0001876628,0.0001291351,0.0003272377,0.00003857893,0.0006006983,0.0001054942,0.003135084],"category_scores_gemma":[0.001406999,0.00008575487,0.00006719619,0.000266322,0.0000627598,0.0001201421,0.0007801803,0.0009502285,0.00000957158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002822664,"about_ca_system_score_gemma":0.0007487346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06299882,"about_ca_topic_score_gemma":0.004306317,"domain_scores_codex":[0.9975788,0.001440227,0.0003794743,0.0001398908,0.0003287564,0.000132844],"domain_scores_gemma":[0.9989292,0.0002315857,0.0002416752,0.0003976072,0.0001552436,0.00004471198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002820526,0.001282032,0.3740733,0.000381297,0.00003821191,5.087051e-7,0.4746398,0.001088933,0.0005803445,0.1369461,0.008840549,0.002100811],"study_design_scores_gemma":[0.0003814801,0.00005948816,0.233634,0.000214322,0.00001884009,5.459977e-8,0.6405366,0.0001388335,0.0005832125,0.0953197,0.02855673,0.0005567942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584396,0.00002807179,0.0001380183,0.00109631,0.0004807757,0.0002629422,0.000008558109,0.000034688,0.1395111],"genre_scores_gemma":[0.9945905,0.00005432253,0.003086746,0.00006932621,0.0001165826,0.00008239211,0.00004986474,0.000005558646,0.001944693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658968,"threshold_uncertainty_score":0.9977762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315045421389815,"score_gpt":0.4570359370198251,"score_spread":0.3255313948808436,"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."}}