{"id":"W4301035976","doi":"","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":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Psychology; Medical education; Pedagogy; Medicine; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817243,0.0004059469,0.000523573,0.002804328,0.02114538,0.003557521,0.001004473,0.0008742291,0.01030153],"category_scores_gemma":[0.007215442,0.0004126884,0.0002197304,0.004516436,0.002730907,0.001318645,0.001815368,0.001838456,0.001268966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03438585,"about_ca_system_score_gemma":0.09193745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589036,"about_ca_topic_score_gemma":0.9921382,"domain_scores_codex":[0.9982314,0.0002543759,0.00007928094,0.0002248686,0.0006792103,0.0005309426],"domain_scores_gemma":[0.9925203,0.001142893,0.0004409365,0.000265753,0.003195801,0.002434308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002725694,0.0005748527,0.07205562,0.000358709,0.00001599776,0.001948912,0.8249632,0.00006580366,0.002333323,0.005075613,0.04876584,0.04356965],"study_design_scores_gemma":[0.0000608443,0.0002732329,0.08798306,0.0001674827,0.00003168885,0.0005416279,0.7230114,0.00007684108,0.001005867,0.0003200588,0.1864469,0.00008093251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102616,0.001082213,0.000527869,0.003022197,0.0003262527,0.0007197513,0.002346879,0.00008581881,0.0816273],"genre_scores_gemma":[0.9256218,0.001799556,0.001719249,0.002079516,0.00007152908,0.0003982995,0.00080907,0.00007364239,0.06742732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04109645,"threshold_uncertainty_score":0.2494879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145507104071229,"score_gpt":0.4705610771833931,"score_spread":0.3250539731121641,"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."}}