{"id":"W7126348753","doi":"","title":"Conclusions","year":2000,"lang":"en","type":"other","venue":"Research Repository UCD (University College Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Quarter (Canadian coin); Order (exchange); English language; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0009864828,0.0006639276,0.0009049088,0.005277504,0.002330913,0.000137076,0.00256664,0.001368135,0.01409282],"category_scores_gemma":[0.0001017655,0.0008234021,0.0004575167,0.004480091,0.001533533,0.0004227361,0.001252678,0.002476423,0.02141574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436206,"about_ca_system_score_gemma":0.002473073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002850419,"about_ca_topic_score_gemma":0.001769085,"domain_scores_codex":[0.9909339,0.002395643,0.0003212658,0.001594937,0.003038629,0.001715631],"domain_scores_gemma":[0.9955758,0.0003651881,0.0002845878,0.002192605,0.0004678345,0.001113944],"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":[0.00032955,0.000346214,0.000004104888,0.00009365913,0.0003171791,0.007025919,0.0001058435,0.000001637359,0.002569815,0.09843495,0.8906687,0.000102464],"study_design_scores_gemma":[0.001637708,0.0001992974,0.00004718444,0.0005266918,0.00008287559,0.0001203407,0.001360876,0.002288096,0.0001115223,0.00002648236,0.9928138,0.0007851666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01855401,0.00071509,0.00000804084,0.000307576,0.0004717872,0.001762996,0.005377487,0.001532482,0.9712705],"genre_scores_gemma":[0.07170872,0.0001755611,0.0003116959,0.00001658557,0.0009520014,0.000007606473,0.000260215,0.001394504,0.9251731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1021451,"threshold_uncertainty_score":0.9999283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04595561566500665,"score_gpt":0.3105579729241152,"score_spread":0.2646023572591086,"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."}}