{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003403515,0.0007003876,0.0004918693,0.0007034303,0.008232235,0.009730529,0.001281646,0.005555884,0.004944972],"category_scores_gemma":[0.005204663,0.0002930678,0.0004959948,0.0009788838,0.02367894,0.01054511,0.003988585,0.01319076,0.001553096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002891395,"about_ca_system_score_gemma":0.006300154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644285,"about_ca_topic_score_gemma":0.02857934,"domain_scores_codex":[0.9977501,0.00103408,0.00007539302,0.0003100892,0.0006299001,0.0002004431],"domain_scores_gemma":[0.9982864,0.0008689041,0.0001097143,0.000169436,0.0003554326,0.0002100548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006599597,0.000008011615,0.0001352657,0.0000413327,0.000005278746,0.00001908022,0.005286439,0.00003490844,0.00003049039,0.9089671,0.07932182,0.006143731],"study_design_scores_gemma":[0.00001085134,0.00001561345,0.0003518264,0.0001982918,0.000009404121,0.00006391016,0.004144314,0.0001087581,0.0001109096,0.3183991,0.6765714,0.00001565026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003868678,0.04781941,0.01437981,0.5323123,0.02243778,0.00004961222,0.0001446143,0.0001474816,0.3788402],"genre_scores_gemma":[0.2530585,0.03304488,0.0111612,0.4575291,0.02036026,0.0003073476,0.000219322,0.0003131612,0.2240063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01644285,"threshold_uncertainty_score":0.03269428,"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."}}