{"id":"W4407310983","doi":"10.47925/80.3.182","title":"Everything Depends on Us","year":2024,"lang":"en","type":"article","venue":"Philosophy of education","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","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":[0.0004457203,0.0000496508,0.00005121005,0.0001294718,0.0001499536,0.00006600872,0.000112371,0.00004529187,0.0003620097],"category_scores_gemma":[0.0003035798,0.00005023927,0.00004098837,0.0002523291,0.00007395338,0.0004173654,0.000004058529,0.0001108433,0.0001844288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007322503,"about_ca_system_score_gemma":0.000885391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006551675,"about_ca_topic_score_gemma":0.00004734199,"domain_scores_codex":[0.9993082,0.0001003715,0.0001070672,0.0001327879,0.0002589519,0.0000925866],"domain_scores_gemma":[0.9992694,0.0004666037,0.00004884447,0.00009002919,0.00007236598,0.00005280257],"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":[0.000006625688,0.0001340185,0.0009338185,0.00005319169,0.00001268015,1.92671e-7,0.01914808,0.000002948802,0.00005745823,0.9585726,0.003426239,0.01765221],"study_design_scores_gemma":[0.00003664678,0.00005723461,0.004900378,0.0002931339,0.00003454249,0.000001338869,0.009111287,0.00000829968,0.0003662461,0.471719,0.5133194,0.0001525046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1410415,0.001615336,0.00001062028,0.1060326,0.003847902,0.0001072602,0.000002820655,0.00005873671,0.7472832],"genre_scores_gemma":[0.9949785,0.00007379791,0.0002459586,0.0007099945,0.002067427,0.00001361194,0.000009337306,0.000006450863,0.001894849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8539371,"threshold_uncertainty_score":0.3963752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08882245555031947,"score_gpt":0.4104226284505151,"score_spread":0.3216001729001957,"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."}}