{"id":"W1522486876","doi":"10.1177/070674370505000201","title":"Thanks to Our Reviewers","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Psychoanalysis; Library science; Psychology; Art history; Sociology; History; Political science; Law; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004002701,0.00007144408,0.0001617053,0.0001476439,0.0007775928,0.00002147117,0.0005163003,0.00008152265,0.00246541],"category_scores_gemma":[0.002400974,0.00004083011,0.00007693197,0.0002171213,0.00002763879,0.0001267176,0.00001494947,0.001411702,0.001642178],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634047,"about_ca_system_score_gemma":0.01042261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00871371,"about_ca_topic_score_gemma":0.6701207,"domain_scores_codex":[0.9979687,0.0006322462,0.0004480626,0.00006647515,0.0003684708,0.0005160613],"domain_scores_gemma":[0.9971938,0.0002225677,0.0002583988,0.0002295935,0.0002256553,0.001869956],"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":[0.00003677407,0.000006120644,0.01488562,0.00004103162,0.00002645099,0.00000856775,0.001174412,0.000004926153,0.000001626141,0.005334402,0.9580024,0.02047764],"study_design_scores_gemma":[0.000223686,0.00009921012,0.004419992,0.0003581212,0.00001871743,0.00002033102,0.003078395,0.000002865546,8.197648e-7,0.002418074,0.9893079,0.00005186635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01937914,0.01030778,0.00008464032,0.9237914,0.005576659,0.0003189841,0.000009966269,0.000004525291,0.04052692],"genre_scores_gemma":[0.8339907,0.001149633,0.01189068,0.1218406,0.01645147,0.0000175153,0.000001426473,0.00003851184,0.01461945],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8146116,"threshold_uncertainty_score":0.9991351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200426660736033,"score_gpt":0.4994213661551357,"score_spread":0.3793787000815323,"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."}}