{"id":"W4293079687","doi":"10.5281/zenodo.7020198","title":"Does Your realtor in brampton Pass The Test? 7 Things You Can Improve On Today","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Computer science; Psychology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415064,0.0005652286,0.0004278928,0.0004738317,0.0104764,0.008750115,0.0009375142,0.003175881,0.1317981],"category_scores_gemma":[0.006600447,0.0002872994,0.0003457837,0.0004898468,0.004253535,0.007751399,0.00624596,0.005720849,0.0473799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0026066,"about_ca_system_score_gemma":0.004039134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688094,"about_ca_topic_score_gemma":0.05622692,"domain_scores_codex":[0.998009,0.0005783978,0.00005798705,0.0002174594,0.0006912534,0.0004460059],"domain_scores_gemma":[0.9969004,0.0002318137,0.0001170357,0.00021081,0.0008064237,0.001733472],"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":[0.00003344966,0.00003243673,0.000646984,0.00005651555,0.000003647518,0.0002164071,0.006280959,0.0000107217,0.0001391062,0.0145787,0.9262353,0.05176569],"study_design_scores_gemma":[0.000003174269,0.00002020186,0.0005853156,0.0001049045,0.000002069428,0.000134236,0.01064377,0.00001037402,0.00008291765,0.0009457229,0.9874581,0.000009335497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01392445,0.009537446,0.001109004,0.3592369,0.02497685,0.00007910913,0.0003049767,0.00060507,0.5902262],"genre_scores_gemma":[0.06332898,0.004041375,0.001664534,0.03844733,0.00121903,0.00006597939,0.0003111607,0.0005703876,0.8903512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9831191,"threshold_uncertainty_score":0.4409084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03367612040610585,"score_gpt":0.2329195112921685,"score_spread":0.1992433908860626,"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."}}