{"id":"W6968940853","doi":"10.5683/sp3/flryvu","title":"Results of 2012 DLI Contacts Survey","year":2014,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Data collection; Work (physics); Survey data collection; Survey research; Sample (material)","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":[],"consensus_categories":[],"category_scores_codex":[0.002678293,0.00190116,0.001441534,0.006610444,0.0007921261,0.002575964,0.001765159,0.001616647,0.01376511],"category_scores_gemma":[0.01537982,0.0005736421,0.001068656,0.008179546,0.0003889316,0.001324677,0.002125367,0.00111794,0.02452196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158529,"about_ca_system_score_gemma":0.00308495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09204686,"about_ca_topic_score_gemma":0.1320035,"domain_scores_codex":[0.9943864,0.0008753003,0.0007397135,0.001173543,0.002068424,0.0007565923],"domain_scores_gemma":[0.9943168,0.0009885542,0.0007841631,0.0009931973,0.002450149,0.0004671183],"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":[0.0002542235,0.00008013201,0.01766677,0.0006026374,0.0001090841,0.0000723706,0.0001076254,0.0007781474,0.0002956162,0.0004217195,0.9721244,0.007487311],"study_design_scores_gemma":[0.0002180395,0.00007373821,0.1675842,0.0004347543,0.000179302,0.0002949261,0.0008162971,0.002054907,0.0011694,0.000748429,0.8263189,0.0001070946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003721732,0.0003278466,0.000242,0.0002200424,0.00007639928,0.00003747528,0.991306,0.0006459331,0.003422597],"genre_scores_gemma":[0.005001076,0.0001044895,0.0003849469,0.00009778207,0.00002801319,0.0001096615,0.9923275,0.0001030288,0.001843495],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09204686,"threshold_uncertainty_score":0.1830221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517170653610229,"score_gpt":0.3016213296337603,"score_spread":0.256449623097658,"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."}}