{"id":"W2103148192","doi":"10.1007/978-1-4614-3549-5_10","title":"From Creation to Critique","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reading (process); Mathematics education; Psychology; School teachers; Pedagogy; Linguistics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001499923,0.0005982991,0.0003915157,0.001406378,0.004089479,0.01224619,0.0009425985,0.002278389,0.03501335],"category_scores_gemma":[0.003169065,0.0002878255,0.0002542197,0.001030748,0.01432717,0.008571303,0.004144989,0.004012555,0.009325903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248862,"about_ca_system_score_gemma":0.003110039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827853,"about_ca_topic_score_gemma":0.005861188,"domain_scores_codex":[0.9987664,0.0005623418,0.0000316414,0.0001674012,0.0003650347,0.0001071075],"domain_scores_gemma":[0.9990354,0.0004498941,0.00003412454,0.0002290339,0.0001674531,0.00008406071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004778202,0.000009534525,0.00003698531,0.00003990931,0.0000011457,0.00003206458,0.004417209,0.00004902473,0.00008093256,0.9053944,0.05643795,0.03349605],"study_design_scores_gemma":[0.00000327736,0.000004165216,0.00005657909,0.0001457979,0.000001377876,0.00005821905,0.0015408,0.00007005707,0.0001405196,0.1848668,0.8131083,0.000004062769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001178703,0.006302025,0.005339853,0.007275586,0.0009841897,0.00002117802,0.00003278721,0.0001117475,0.978754],"genre_scores_gemma":[0.06395734,0.003219477,0.002693716,0.002033062,0.0007402388,0.00007084345,0.00005921144,0.000345185,0.926881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03501335,"threshold_uncertainty_score":0.1171313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594613627023733,"score_gpt":0.2684186637547537,"score_spread":0.2224725274845164,"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."}}