{"id":"W4398971985","doi":"10.7910/dvn/v1rjpf/hip44q","title":"ykc20160304_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"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":[],"category_scores_codex":[0.001540472,0.004058592,0.00269339,0.005408911,0.001526094,0.005464455,0.005314393,0.004350637,0.2985805],"category_scores_gemma":[0.01008317,0.001306495,0.002065879,0.00960766,0.0009594136,0.003385385,0.004230016,0.00262006,0.3745352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461117,"about_ca_system_score_gemma":0.003224852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03542186,"about_ca_topic_score_gemma":0.05043848,"domain_scores_codex":[0.9986244,0.0002744998,0.0001297469,0.0004346418,0.0002462321,0.0002905238],"domain_scores_gemma":[0.9965441,0.001047626,0.000271335,0.0008524741,0.0008502235,0.0004342815],"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":[0.0000366053,0.000008161828,0.0001629264,0.0005252767,0.00001904383,0.000007898842,0.00001453347,0.0001132657,0.00004519875,0.0003212283,0.9981699,0.0005759827],"study_design_scores_gemma":[0.000363985,0.00002049906,0.001297969,0.0004295751,0.00003429917,0.00003173059,0.0000799428,0.0003089958,0.0002569843,0.00188175,0.9952527,0.00004155197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002752226,0.0000485778,0.00002763794,0.00007081785,0.00002746389,0.00000508635,0.9988596,0.0004018613,0.0005314904],"genre_scores_gemma":[0.0001785527,0.00005633793,0.00011329,0.00007675098,0.00001148139,0.00004652897,0.9986562,0.0001991434,0.0006616435],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7014195,"threshold_uncertainty_score":0.9988513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494282695947152,"score_gpt":0.2551340166719436,"score_spread":0.2301911897124721,"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."}}