{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005074285,0.0003251028,0.0002873648,0.001121859,0.004477702,0.00300754,0.0005440756,0.001085706,0.2700036],"category_scores_gemma":[0.002142093,0.0002500229,0.0002037187,0.0006294244,0.0008066944,0.001589923,0.003075003,0.001729459,0.05507907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139165,"about_ca_system_score_gemma":0.004282847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008951067,"about_ca_topic_score_gemma":0.03977041,"domain_scores_codex":[0.999307,0.00007445818,0.00001957782,0.0001290624,0.0002996124,0.000170243],"domain_scores_gemma":[0.9967013,0.0002969395,0.00007995135,0.000289456,0.001060393,0.001571877],"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":[0.0001091675,0.0001847753,0.003400613,0.0001883624,0.000004215077,0.0005491812,0.003933019,0.0000449004,0.002741688,0.01886364,0.6191348,0.3508455],"study_design_scores_gemma":[0.00000667207,0.00002850372,0.002661579,0.00004071336,0.00000167721,0.0003390152,0.0009736422,0.00003674395,0.0006581579,0.0007598649,0.9944871,0.000006329103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01272922,0.001206183,0.002009223,0.006714039,0.001237414,0.0001770829,0.0004436985,0.001385939,0.9740971],"genre_scores_gemma":[0.02403115,0.0005711198,0.002228031,0.001206585,0.0001124205,0.00004609022,0.000340856,0.0002623174,0.9712016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2700036,"threshold_uncertainty_score":0.9032522,"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."}}