{"id":"W4398976854","doi":"10.7910/dvn/qtoiqf/blr46q","title":"makeAllNewspaperData.R","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography","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":[0.001942935,0.004891353,0.00252925,0.009072156,0.001741218,0.004546485,0.00557268,0.003788332,0.1412111],"category_scores_gemma":[0.01242106,0.0012787,0.002612839,0.01091512,0.001000578,0.002823265,0.004110663,0.003098853,0.2662861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001956291,"about_ca_system_score_gemma":0.003618261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02026198,"about_ca_topic_score_gemma":0.03646096,"domain_scores_codex":[0.9977551,0.000422479,0.0002279893,0.0006676323,0.0005031471,0.0004236899],"domain_scores_gemma":[0.9950955,0.001315259,0.0004302066,0.001605358,0.001035625,0.0005180187],"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":[0.00003616743,0.00001467444,0.000226783,0.0004548844,0.00002988722,0.00001526188,0.00001651782,0.0001182443,0.00007967494,0.0003421945,0.9976594,0.001006229],"study_design_scores_gemma":[0.0002555923,0.0000209413,0.001415702,0.00025851,0.0000511651,0.00005996108,0.00006294993,0.0003974176,0.0004831114,0.001602373,0.9953486,0.00004367469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0001199219,0.0001000848,0.00009905986,0.0001004464,0.00004858822,0.00001202013,0.9972852,0.001296532,0.0009380365],"genre_scores_gemma":[0.0002911413,0.00006675438,0.0002796871,0.00006299381,0.00001241882,0.00006099987,0.9980049,0.0003462509,0.0008748552],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.858789,"threshold_uncertainty_score":0.472398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702964369403428,"score_gpt":0.2671197842367274,"score_spread":0.2400901405426931,"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."}}