{"id":"W4398579915","doi":"10.7910/dvn/phwtp6/7jewek","title":"blc20161126_03.txt","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":"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":[0.001821359,0.003537118,0.002646651,0.005881723,0.001363855,0.005643648,0.005267959,0.003924203,0.3836132],"category_scores_gemma":[0.01322227,0.001357068,0.001897795,0.01152791,0.0008885239,0.003351169,0.004032259,0.002667528,0.430346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459876,"about_ca_system_score_gemma":0.003312997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03691514,"about_ca_topic_score_gemma":0.05258559,"domain_scores_codex":[0.9983723,0.0003319881,0.0001619557,0.0004843766,0.0003115039,0.0003380108],"domain_scores_gemma":[0.9951047,0.001572044,0.0004080352,0.001160825,0.001195176,0.0005591911],"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":[0.00002487406,0.000005489501,0.0001029923,0.0003384234,0.0000135289,0.000004492924,0.000008471073,0.0000795297,0.00002228353,0.0002483148,0.9986207,0.000530899],"study_design_scores_gemma":[0.000305892,0.00001703457,0.001110322,0.0004043427,0.00002835233,0.00002410342,0.00005916609,0.0002519779,0.0001793526,0.001956855,0.9956274,0.00003519662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001837939,0.00003935115,0.00002419109,0.00007693774,0.00002560841,0.000004340903,0.9989192,0.0003417685,0.0005501682],"genre_scores_gemma":[0.0001697763,0.00005433973,0.0001083056,0.00009508849,0.000015942,0.00004976968,0.9984053,0.0002242623,0.0008771988],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6163868,"threshold_uncertainty_score":0.879201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450421665383018,"score_gpt":0.2536285410324815,"score_spread":0.2291243243786513,"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."}}