{"id":"W2277863883","doi":"10.14288/1.0078365","title":"The relationship between teachers' attitudes to the teaching of writing and whole-language/skills-based philosophies","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; 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":[0.005106154,0.0001832547,0.0003394864,0.001579304,0.001409934,0.003066628,0.0004004969,0.0006955353,0.002351847],"category_scores_gemma":[0.02999916,0.0004693976,0.0003316313,0.0007362398,0.003694127,0.001485457,0.001454958,0.001831979,0.0002997378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208131,"about_ca_system_score_gemma":0.001086141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316706,"about_ca_topic_score_gemma":0.004565065,"domain_scores_codex":[0.9955605,0.001737566,0.0003129234,0.0003148803,0.001690988,0.0003831404],"domain_scores_gemma":[0.9455511,0.02902036,0.0152559,0.00113802,0.004922418,0.004112179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003237429,0.0007694286,0.692234,0.0002305097,0.00008948241,0.000750714,0.279691,0.0002240948,0.004353954,0.001567979,0.0003403465,0.01942482],"study_design_scores_gemma":[0.00006523152,0.0006642267,0.7362933,0.000127452,0.00006167885,0.0005626863,0.2558007,0.0005296414,0.000974169,0.001196005,0.003675779,0.00004917875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975043,0.00008304064,0.0001772554,0.0001567069,0.000009320607,0.000009713004,0.000003055747,0.000002928695,0.002053902],"genre_scores_gemma":[0.9988773,0.0001046286,0.00008936559,0.0000637323,0.000007355932,0.00001192133,0.000005649108,0.000002796613,0.0008370705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106154,"threshold_uncertainty_score":0.02700424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042522422990345,"score_gpt":0.2750279506375626,"score_spread":0.2546027264076591,"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."}}