{"id":"W4288048791","doi":"10.23849/npafctr18/137.138.","title":"Closing Comments","year":2022,"lang":"en","type":"article","venue":"Technical Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Closing (real estate); Computer science; Psychology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02055095,0.0009546731,0.001108025,0.001943018,0.007034168,0.01103666,0.00389019,0.01750137,0.1512401],"category_scores_gemma":[0.2164251,0.0006128708,0.001781164,0.001522421,0.003702559,0.006738693,0.006367093,0.02710814,0.08202033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007196867,"about_ca_system_score_gemma":0.01030784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007320224,"about_ca_topic_score_gemma":0.008595684,"domain_scores_codex":[0.9717006,0.006693594,0.001444001,0.00295012,0.01394698,0.00326465],"domain_scores_gemma":[0.8828093,0.03712647,0.004672453,0.00663953,0.0604856,0.008266576],"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":[0.00001719064,0.000003849859,0.00006757773,0.00005022794,0.000002532533,0.00005147975,0.0002728046,0.000009146245,0.00005918196,0.002306174,0.993125,0.004034911],"study_design_scores_gemma":[0.00001234777,0.000007580556,0.0002793759,0.0002191787,0.00000644127,0.00006052811,0.001425503,0.00003095447,0.0001546116,0.002180366,0.9956044,0.00001865694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005165332,0.0008469886,0.0009326103,0.7082998,0.2569732,0.0001064526,0.0006675931,0.0005154454,0.03114134],"genre_scores_gemma":[0.007813172,0.0007929138,0.001619216,0.7477624,0.05952344,0.0004974337,0.0005830058,0.0007872154,0.1806212],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1512401,"threshold_uncertainty_score":0.5059485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2886566708238905,"score_gpt":0.6006441111387144,"score_spread":0.3119874403148239,"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."}}