{"id":"W6884625926","doi":"10.11575/cpai.v6i1.76921","title":"So it Happened… What Now?","year":2023,"lang":"en","type":"article","venue":"University of Calgary","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misconduct; Academic integrity; Framing (construction); Academic achievement; Learning development; Higher education","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006321384,0.0004399148,0.0004703919,0.0005732884,0.01298709,0.008492937,0.001604962,0.004260164,0.01649437],"category_scores_gemma":[0.01722579,0.0002616479,0.0006560967,0.0007060112,0.009927365,0.006788093,0.005903782,0.01101332,0.006293109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006922727,"about_ca_system_score_gemma":0.01360526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236564,"about_ca_topic_score_gemma":0.05863992,"domain_scores_codex":[0.9947707,0.002462562,0.000134334,0.0003390568,0.001278476,0.001014777],"domain_scores_gemma":[0.9900755,0.001733005,0.001369018,0.0005356141,0.002449725,0.003837102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000102489,0.0004807114,0.0312008,0.0005197717,0.00005474553,0.003578653,0.2507841,0.0002273878,0.00260962,0.06935496,0.4502241,0.1908627],"study_design_scores_gemma":[0.00001256953,0.0001836008,0.008342473,0.0006639816,0.00002919407,0.00293468,0.2165677,0.0002060497,0.001553593,0.01980319,0.7496102,0.00009280704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08719998,0.00512214,0.008435639,0.7395265,0.0137855,0.00017896,0.000217121,0.0003162254,0.1452179],"genre_scores_gemma":[0.5665044,0.01072682,0.009995262,0.1754449,0.002329893,0.0001628051,0.000411628,0.0003269789,0.2340974],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9957398,"threshold_uncertainty_score":0.05517912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924722871125473,"score_gpt":0.2481702020078033,"score_spread":0.2289229732965486,"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."}}