{"id":"W4244210518","doi":"10.29173/cjfy29393","title":"Epilogue","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National University of Singapore","keywords":"Sociology; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002901731,0.0005945091,0.000601706,0.002407002,0.001847103,0.00377042,0.001428593,0.003336284,0.4444619],"category_scores_gemma":[0.02056478,0.0003303596,0.0007914889,0.001405025,0.0009984091,0.003431208,0.003064406,0.003525447,0.1426714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020291,"about_ca_system_score_gemma":0.004496159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004119537,"about_ca_topic_score_gemma":0.005009326,"domain_scores_codex":[0.9982748,0.000524212,0.0001767291,0.000228774,0.0005462459,0.0002492113],"domain_scores_gemma":[0.9932377,0.002105735,0.0002527662,0.0005102457,0.003000868,0.0008926654],"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":[0.00006092309,0.000008903182,0.0001637333,0.0008053107,0.000004592551,0.0001394136,0.0001519867,0.00001672456,0.00009214634,0.004909296,0.9545726,0.03907429],"study_design_scores_gemma":[0.0000079968,0.0000107748,0.0002906127,0.0004312007,0.000003540838,0.0001166574,0.0001259891,0.000005391199,0.00004608943,0.001182557,0.997775,0.000004331793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001632832,0.01545385,0.003394541,0.1767446,0.2550346,0.001772878,0.04567197,0.001702366,0.4985923],"genre_scores_gemma":[0.01828652,0.0192209,0.004486881,0.1383809,0.05492435,0.003681354,0.0248202,0.001458039,0.7347409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5555381,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588936830547991,"score_gpt":0.247744190528952,"score_spread":0.2218548222234721,"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."}}