{"id":"W4205468077","doi":"10.26522/tl.v2i2.74","title":"Cozy Reading","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); General partnership; Psychology; Literacy; Mathematics education; Pedagogy; Medical education; Linguistics; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001998079,0.00003228105,0.00004976248,0.00003443218,0.001517415,0.00008057072,0.00003855633,0.0000297006,0.00008284667],"category_scores_gemma":[0.0005066117,0.00003143124,0.00001229283,0.00003476632,0.0000310022,0.0001058362,0.000007597562,0.0003656013,0.00006082251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002695827,"about_ca_system_score_gemma":0.00002859808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005316153,"about_ca_topic_score_gemma":0.0001078074,"domain_scores_codex":[0.9991581,0.0004946424,0.00006614187,0.0000725002,0.00007926211,0.0001293546],"domain_scores_gemma":[0.9997131,0.0001449878,0.00003471606,0.00003402913,0.000009071568,0.00006408225],"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":[8.261775e-7,0.00001040233,0.03091087,0.000004671545,0.000004351798,2.196135e-7,0.5159333,0.00004556291,0.0001207841,0.1340803,0.003089174,0.3157995],"study_design_scores_gemma":[0.0000344707,0.000005430225,0.00131698,0.00001555634,0.000001637032,9.904292e-7,0.0433261,0.00006053513,0.000001693651,0.00003230882,0.9551596,0.00004466773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7129017,0.0001232939,0.00009635647,0.003563444,0.00009021722,0.00002403161,6.096965e-8,0.00008734612,0.2831135],"genre_scores_gemma":[0.9454597,0.00001620031,0.0007495614,0.0002342186,0.00102126,0.000001504049,5.003023e-7,0.000004092956,0.05251294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520705,"threshold_uncertainty_score":0.9997825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373031258948529,"score_gpt":0.3762692849425569,"score_spread":0.3425389723530716,"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."}}