{"id":"W2168182406","doi":"10.26522/brocked.v13i2.50","title":"Canadian Author Study: Pre-service Teachers Engage in Assignments to Promote Awareness of Canadian Young Adult Literature","year":2004,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Unit (ring theory); Service (business); Pedagogy; Class (philosophy); Work (physics); Sociology; Psychology; Mathematics education; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001919248,0.000436386,0.0005346946,0.002793912,0.02207479,0.003595891,0.001027551,0.0009535795,0.01065506],"category_scores_gemma":[0.007553529,0.0004417799,0.0002217804,0.004297186,0.00299154,0.001302341,0.001859256,0.001985329,0.001358974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03322567,"about_ca_system_score_gemma":0.08631964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9522999,"about_ca_topic_score_gemma":0.9912717,"domain_scores_codex":[0.9982067,0.0002709417,0.00008273466,0.0002338095,0.0006747736,0.0005309953],"domain_scores_gemma":[0.9923283,0.001244645,0.0004481304,0.0002842516,0.003115087,0.002579557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002820239,0.0006343432,0.06388809,0.0003272663,0.00001558238,0.001792387,0.8351143,0.00006966815,0.002418453,0.004460982,0.04840504,0.04259194],"study_design_scores_gemma":[0.00006443854,0.0002933106,0.07596605,0.0001545009,0.00003110821,0.0005215952,0.7377715,0.00007686679,0.001090349,0.000308867,0.1836394,0.00008212134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918793,0.001034738,0.0005499424,0.002955272,0.0003328407,0.0006689803,0.002122935,0.00008772979,0.07345448],"genre_scores_gemma":[0.9230683,0.001682782,0.001746918,0.002119945,0.0000750293,0.0003953193,0.0007618493,0.00007718829,0.07007276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04770011,"threshold_uncertainty_score":0.2410702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652563527413844,"score_gpt":0.2716425810928763,"score_spread":0.2551169458187378,"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."}}