{"id":"W4239344479","doi":"10.1080/17437270802069357","title":"BOOK REVIEWS","year":2008,"lang":"en","type":"article","venue":"International Journal of Research & Method in Education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Sociology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006077237,0.001015786,0.001033464,0.00357594,0.0009600152,0.003759756,0.001360758,0.001634059,0.4730965],"category_scores_gemma":[0.002737494,0.0004418955,0.0005560634,0.003634845,0.0005186756,0.002159252,0.001411224,0.001951565,0.4421507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155623,"about_ca_system_score_gemma":0.002006397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811307,"about_ca_topic_score_gemma":0.007764271,"domain_scores_codex":[0.9992305,0.00006867118,0.0000231954,0.00007472221,0.0005494085,0.00005354808],"domain_scores_gemma":[0.998519,0.0002832067,0.00008338253,0.000138348,0.0007106095,0.0002653689],"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":[0.000009253291,0.00002031782,0.0000269016,0.0002050018,0.000002228761,0.00002266414,0.00001698503,0.00004165632,0.00016152,0.001349582,0.8962114,0.1019325],"study_design_scores_gemma":[0.000002541997,0.000006251108,0.00006411013,0.0001126665,0.000001690124,0.00003933922,0.00001317816,0.00001135034,0.00003502014,0.0004628003,0.9992489,0.000002071232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004424134,0.1009508,0.001465309,0.009006146,0.02581563,0.0001863804,0.001244406,0.0008140324,0.8600748],"genre_scores_gemma":[0.0006089143,0.01819207,0.0005042531,0.002081372,0.002675374,0.00004359829,0.0005311217,0.0001642206,0.9751991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5269035,"threshold_uncertainty_score":0.7515639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2334623516665489,"score_gpt":0.6127290995925975,"score_spread":0.3792667479260486,"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."}}