{"id":"W2160173602","doi":"10.1080/15210960902717718","title":"Guide to New Resources","year":2009,"lang":"en","type":"article","venue":"Multicultural Perspectives","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Curriculum; Multiculturalism; Sociology; Media studies; State (computer science); Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001483996,0.001707371,0.001537612,0.005449949,0.001674039,0.008806883,0.003565447,0.002906077,0.8540506],"category_scores_gemma":[0.01176926,0.001219961,0.001211011,0.004035282,0.000527577,0.008170178,0.004627014,0.003704721,0.8274218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567011,"about_ca_system_score_gemma":0.003200219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005526332,"about_ca_topic_score_gemma":0.01213957,"domain_scores_codex":[0.998749,0.0001708743,0.0001110981,0.000164598,0.0006584366,0.000146],"domain_scores_gemma":[0.9939772,0.0009933899,0.000199359,0.0007506328,0.002770106,0.001309372],"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":[0.00001419274,0.00002263812,0.00003935189,0.0001288209,0.000001309994,0.00003176424,0.00003267739,0.00001788863,0.00009554921,0.0004699172,0.9364674,0.06267837],"study_design_scores_gemma":[0.000007537069,0.000005876715,0.00008663766,0.00008531123,0.000001609748,0.00005999213,0.00004300438,0.00002643547,0.0000467119,0.0003867939,0.9992423,0.000007784082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004661974,0.00472293,0.01148166,0.006349752,0.007425661,0.001538561,0.02830737,0.03146884,0.9082391],"genre_scores_gemma":[0.001072858,0.00284698,0.008286929,0.004291693,0.0009385468,0.000871393,0.01231865,0.00636231,0.9630107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8540506,"threshold_uncertainty_score":0.2081792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09629076480515082,"score_gpt":0.4245320394051429,"score_spread":0.3282412745999921,"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."}}