{"id":"W4300412909","doi":"10.47761/494a02f6.9b0a3d3d","title":"Borderline","year":2017,"lang":"en","type":"article","venue":"InVisible Culture","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001497462,0.0001611408,0.0001583776,0.00003596286,0.0006853128,0.0003757432,0.0007406343,0.0001312956,0.0004167507],"category_scores_gemma":[0.000324338,0.0001231219,0.0000753909,0.0000731095,0.000134045,0.0004812374,0.0001548782,0.00022598,0.01082506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003325285,"about_ca_system_score_gemma":0.00002694447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007888594,"about_ca_topic_score_gemma":0.000140517,"domain_scores_codex":[0.999037,0.00002034281,0.0001313461,0.0002719812,0.0002429352,0.0002964465],"domain_scores_gemma":[0.9984084,0.000005724808,0.0001645467,0.001166269,0.0001349532,0.0001201005],"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":[0.00003571978,0.0001199545,0.01489332,0.00002344941,0.00005664278,0.00006347313,0.0009021889,0.00002342326,0.05922518,0.008234461,0.9121245,0.004297708],"study_design_scores_gemma":[0.0007041296,0.0000371891,0.02092583,0.00003783786,0.00001926494,0.00001746035,0.00008795439,0.0001262538,0.008732794,0.002601259,0.966463,0.0002469717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2710886,0.001643947,0.0001140441,0.004691099,0.001021896,0.0005348886,0.0002411762,0.0009783019,0.719686],"genre_scores_gemma":[0.9701472,0.00003308949,0.001898573,0.0004660166,0.0005616954,0.00001525539,0.00004318715,0.00006860707,0.02676641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6990585,"threshold_uncertainty_score":0.9899451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274551263028978,"score_gpt":0.3317136561244058,"score_spread":0.298968143494116,"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."}}