{"id":"W7008864156","doi":"","title":"Credit Where It’s Due","year":2013,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Payment; Debt; Credit card; Subject (documents)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0001708935,0.002203113,0.001908194,0.007465434,0.002029626,0.000514103,0.004385461,0.002722629,0.01162887],"category_scores_gemma":[0.00005350099,0.002869176,0.001454273,0.004248409,0.002987563,0.004608293,0.002251095,0.002202995,0.006580244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00327932,"about_ca_system_score_gemma":0.004627008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002413486,"about_ca_topic_score_gemma":0.0002388265,"domain_scores_codex":[0.9911841,0.0009859591,0.0007858488,0.00308989,0.002097125,0.001857042],"domain_scores_gemma":[0.9936715,0.0002375921,0.001472856,0.002409797,0.0004053967,0.001802874],"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":[0.000377006,0.000286454,0.000696529,0.0003317961,0.00110567,0.01594799,0.0001199539,0.0003379937,0.001098072,0.1351602,0.8443639,0.0001743834],"study_design_scores_gemma":[0.003316457,0.0001804444,0.0002788762,0.001294534,0.001044951,0.0005775602,0.001536901,0.0001278728,0.0006068794,0.000029655,0.9881635,0.00284235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001133915,0.00135646,0.0004665311,0.0008010584,0.00549106,0.001688823,0.002642243,0.004189232,0.9822307],"genre_scores_gemma":[0.004380379,0.0012125,0.001050989,0.0004474055,0.002849136,0.00000300188,0.001538679,0.001590338,0.9869276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1437996,"threshold_uncertainty_score":0.9997258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007525942162673176,"score_gpt":0.1715122662465154,"score_spread":0.1639863240838422,"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."}}