{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01627452,0.00003962795,0.00009484623,0.00003903825,0.001229597,0.00002704252,0.0002361264,0.00004163268,0.0008684901],"category_scores_gemma":[0.004967022,0.00003966573,0.00005813867,0.0003326873,0.0004431251,0.00004986902,0.0002582077,0.0005275244,0.000009950513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427821,"about_ca_system_score_gemma":0.000297236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009727238,"about_ca_topic_score_gemma":0.00006957899,"domain_scores_codex":[0.9969718,0.001345621,0.0002095869,0.0001624221,0.001046576,0.0002639761],"domain_scores_gemma":[0.9988034,0.0007471759,0.00007621205,0.0001913766,0.00006771496,0.0001140965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002654344,0.0002872586,0.00586657,0.00001086252,0.00002058449,0.001145991,0.006001445,0.000005534031,0.002848849,0.8852103,0.05349189,0.04508417],"study_design_scores_gemma":[0.00004666756,0.00004124418,0.0008814057,0.000002846859,0.000002416221,0.0000246782,0.002404649,0.000003606866,0.0000373306,0.0831934,0.9132982,0.00006352407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03331221,0.0001572208,0.0148261,0.06780284,0.0004773315,0.0005287786,0.000009128572,0.0004863506,0.8824],"genre_scores_gemma":[0.9774498,0.00003271493,0.01487449,0.0008352701,0.0001031186,0.00008463299,0.000006408909,0.00000961123,0.00660398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9441376,"threshold_uncertainty_score":0.9509357,"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."}}