{"id":"W4398579965","doi":"10.7910/dvn/ktwyz6/mpahzq","title":"3_Analysis.do","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","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":[0.001860227,0.00380138,0.002059657,0.006143577,0.001209005,0.005416389,0.004187965,0.003053794,0.3606631],"category_scores_gemma":[0.01059385,0.001190673,0.002542493,0.00822851,0.0007218971,0.003367085,0.003634764,0.002302081,0.3913054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593699,"about_ca_system_score_gemma":0.002417198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01668161,"about_ca_topic_score_gemma":0.02619451,"domain_scores_codex":[0.9985148,0.0003353289,0.0001222068,0.0005248364,0.0002253258,0.000277385],"domain_scores_gemma":[0.9955001,0.001417471,0.0003541436,0.001456474,0.0008135551,0.0004582301],"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":[0.00003527505,0.000009652358,0.0003501929,0.0004027775,0.00003078462,0.000006497775,0.00001330081,0.0001019745,0.00004091533,0.0003495157,0.9973762,0.001282966],"study_design_scores_gemma":[0.0002650923,0.00002183652,0.001528127,0.000329712,0.00003897037,0.0000304849,0.00005812053,0.0003867778,0.000264855,0.002427418,0.9946122,0.00003650302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005504296,0.00007487171,0.00008136196,0.0001326779,0.00004530173,0.000008429608,0.996941,0.001353311,0.001307886],"genre_scores_gemma":[0.0006299673,0.0001043719,0.0003571939,0.0001971469,0.00003249087,0.00008639956,0.9961768,0.0007830617,0.001632459],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6393368,"threshold_uncertainty_score":0.9119364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102488601672147,"score_gpt":0.2556910201510613,"score_spread":0.2346661341343398,"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."}}