{"id":"W4236950591","doi":"10.24124/2002/bpgub219","title":"Development of a checklist for evaluating cohesion in writing.","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Cohesion (chemistry); Checklist; Psychology; Art; Chemistry; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283038,0.0001120251,0.000227592,0.0001793108,0.0003592152,0.0000453617,0.0001416159,0.0002246129,0.0001865899],"category_scores_gemma":[0.001127952,0.0001261196,0.00005932466,0.000208861,0.00002540936,0.00005611547,0.000005192143,0.0001165324,0.000007022287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741653,"about_ca_system_score_gemma":0.0006992018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006198912,"about_ca_topic_score_gemma":0.01598337,"domain_scores_codex":[0.9984838,0.00007596899,0.0005713816,0.0002288674,0.0003939342,0.0002460426],"domain_scores_gemma":[0.9989827,0.0002724573,0.0003102441,0.00007879579,0.0003138054,0.00004196492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007936878,0.0004590363,0.001695922,0.001651814,0.00002934066,4.609519e-7,0.3593782,0.000004687317,0.004715401,0.01305233,0.003120792,0.6158127],"study_design_scores_gemma":[0.001951125,0.0001429341,0.02897112,0.006948203,0.0001060667,4.004103e-7,0.8944931,0.0008566357,0.01572191,0.002037096,0.04746965,0.001301743],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8103436,0.0001902097,0.0000281229,0.0001015909,0.0003277797,0.000557002,0.00000292001,0.00004498445,0.1884038],"genre_scores_gemma":[0.8884088,0.00004088306,0.04691031,0.00002225164,0.0003006874,0.0002692947,0.0004439194,0.00002940684,0.06357448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6145109,"threshold_uncertainty_score":0.8919095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09367885107338754,"score_gpt":0.4359358518558563,"score_spread":0.3422570007824687,"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."}}