{"id":"W6948232654","doi":"10.5064/f6z31wj1/pqvz0s","title":"Johnson_Data Narrative_DOCUMENTATION.pdf","year":2023,"lang":"en","type":"dataset","venue":"Syracuse University Qualitative Data Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004962196,0.001721144,0.001142493,0.006178155,0.001581624,0.004668906,0.002906665,0.001964788,0.4060048],"category_scores_gemma":[0.02907366,0.001342332,0.001213203,0.01061306,0.0008123175,0.002133559,0.003374022,0.002071908,0.2911697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804736,"about_ca_system_score_gemma":0.006863608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03914849,"about_ca_topic_score_gemma":0.07083757,"domain_scores_codex":[0.9971577,0.0007158538,0.0004827154,0.0004981125,0.0007403998,0.0004052033],"domain_scores_gemma":[0.9823574,0.007832073,0.001051421,0.003435544,0.004305034,0.00101852],"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":[0.00001837463,0.000008561833,0.0001778224,0.0003605305,0.000005902138,0.000006637015,0.00003747095,0.00005509139,0.00002612187,0.000555435,0.9973691,0.001378969],"study_design_scores_gemma":[0.0001430089,0.000008829798,0.001198118,0.0004802975,0.00001269562,0.00001947775,0.0001794392,0.0001182393,0.00017502,0.001523758,0.996117,0.00002411513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00003221136,0.00001222767,0.00008143837,0.00007878567,0.00001807748,0.00002383819,0.9980047,0.00021575,0.001532862],"genre_scores_gemma":[0.0003536984,0.00005390693,0.0006836486,0.0001114253,0.00001120053,0.0005592731,0.9940017,0.0003259196,0.003899249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5939952,"threshold_uncertainty_score":0.8472621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108483986059776,"score_gpt":0.3897744602585075,"score_spread":0.2812904741987315,"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."}}