{"id":"W1146545593","doi":"10.26522/tl.v3i2.50","title":"The Publication Process for Teaching and Learning","year":2006,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Promotion (chess); Public relations; Library science; Meaning (existential); Professional development; Professional association; Political science; Sociology; Medical education; Psychology; Business; Pedagogy; Medicine; Advertising; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007710481,0.00009236244,0.00009601042,0.00005065013,0.01122587,0.0004175618,0.00009514837,0.00005721537,0.000004604322],"category_scores_gemma":[0.006361046,0.00007361244,0.00002571088,0.00005863418,0.0002279007,0.0002226437,0.00001895643,0.001555746,0.000002326259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003475425,"about_ca_system_score_gemma":0.00004482472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425197,"about_ca_topic_score_gemma":0.0003151183,"domain_scores_codex":[0.9975859,0.001607102,0.0001463841,0.0002083165,0.00015962,0.000292669],"domain_scores_gemma":[0.9980976,0.001612492,0.0001204405,0.00005390212,0.00006122988,0.00005432441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009253531,0.00002948762,0.0348232,0.00003123804,0.00001629894,8.266549e-8,0.610618,0.00008877087,0.0000434511,0.0502242,0.001309957,0.3028061],"study_design_scores_gemma":[0.0001355915,0.00002470991,0.00870228,0.00001885554,0.00001212505,8.525939e-7,0.4401181,0.000442425,0.000001266744,0.0006617478,0.5497752,0.0001068058],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644347,0.001820092,0.002063847,0.08583025,0.0001754674,0.0003341007,3.214928e-7,0.0004094678,0.04493176],"genre_scores_gemma":[0.9783236,0.00002362803,0.0006287331,0.0001438402,0.0005129479,0.00004278902,0.000006278138,0.00001302124,0.02030513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5484653,"threshold_uncertainty_score":0.9900614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06619344596306018,"score_gpt":0.3845782766757916,"score_spread":0.3183848307127314,"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."}}