{"id":"W3208047915","doi":"10.5281/zenodo.4075671","title":"You're Collating Just Fine and Other Lies You've Been Telling Yourself","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Art","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":[0.02287714,0.001245857,0.0008439911,0.00469059,0.005849861,0.005594701,0.001666735,0.001463645,0.01924497],"category_scores_gemma":[0.1449755,0.0005377208,0.0005861891,0.00329087,0.005603696,0.007665788,0.006660513,0.003255626,0.01071165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390751,"about_ca_system_score_gemma":0.002978428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009328217,"about_ca_topic_score_gemma":0.001829038,"domain_scores_codex":[0.9738364,0.01418329,0.001738988,0.002066855,0.007693345,0.0004811721],"domain_scores_gemma":[0.8338458,0.1011073,0.009147093,0.0287366,0.02471925,0.00244395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005069271,0.0001303751,0.008036053,0.001930653,0.0001577278,0.002682436,0.1480332,0.0007158066,0.01137913,0.1444732,0.2106551,0.4712993],"study_design_scores_gemma":[0.00002478675,0.0001512922,0.003150729,0.001349783,0.00007160412,0.002427358,0.03887378,0.001923378,0.00906883,0.06822938,0.8745756,0.0001535446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1102069,0.006949753,0.5457783,0.05792364,0.02879756,0.00176518,0.002946537,0.003773414,0.2418587],"genre_scores_gemma":[0.5085755,0.005650647,0.2830433,0.009799221,0.01272617,0.001272724,0.002391219,0.004381803,0.1721593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02287714,"threshold_uncertainty_score":0.1209874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018738536465428,"score_gpt":0.312739432916984,"score_spread":0.2108655792704411,"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."}}