{"id":"W4323789546","doi":"10.33137/ic.v30i.39470","title":"Broken Strings","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007553491,0.001034909,0.001090417,0.003208364,0.004969103,0.005287633,0.00158536,0.002969509,0.2025327],"category_scores_gemma":[0.007694839,0.0006216499,0.001017464,0.003375664,0.002548236,0.00742683,0.003649552,0.004112038,0.07660521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649012,"about_ca_system_score_gemma":0.001232581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630782,"about_ca_topic_score_gemma":0.001307408,"domain_scores_codex":[0.9981755,0.0003166047,0.00009208399,0.0004126131,0.0006514239,0.0003516497],"domain_scores_gemma":[0.9976593,0.0004638389,0.0001317413,0.0007860709,0.0007233624,0.0002356385],"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":[0.00005579619,0.00002095846,0.0001171021,0.00006537928,0.000008327563,0.0001065797,0.0001391955,0.0001826264,0.0004119047,0.892876,0.08021934,0.02579692],"study_design_scores_gemma":[0.00001571937,0.00001315473,0.0001649093,0.0000672384,0.00001056401,0.0001984672,0.000131041,0.0009211855,0.0006599512,0.7866765,0.2111205,0.00002079243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01077903,0.0009540312,0.04921011,0.004181797,0.005642196,0.00007834314,0.002676962,0.002283458,0.924194],"genre_scores_gemma":[0.2419568,0.001466492,0.03087107,0.004216416,0.002108625,0.0002668585,0.008167261,0.00507595,0.7058705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2025327,"threshold_uncertainty_score":0.6775394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00860466316229159,"score_gpt":0.1923481797205548,"score_spread":0.1837435165582633,"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."}}