{"id":"W2807878482","doi":"","title":"Canadian firms Mullen, TFI show mixed results in 1Q","year":2018,"lang":"en","type":"article","venue":"Transport topics","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Automotive engineering; Transport engineering; Advertising; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003818851,0.001080349,0.001263801,0.007928188,0.003859879,0.008395056,0.001836605,0.001646972,0.03950781],"category_scores_gemma":[0.01968762,0.0002866862,0.002263278,0.01649572,0.001299244,0.001949825,0.001312196,0.001763903,0.004356405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02885268,"about_ca_system_score_gemma":0.03405032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9752493,"about_ca_topic_score_gemma":0.9807085,"domain_scores_codex":[0.9960008,0.000287419,0.0001780127,0.0006257159,0.001809477,0.001098504],"domain_scores_gemma":[0.9744572,0.00581297,0.003346198,0.001332404,0.01334635,0.001704821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008699201,0.0002797498,0.4625646,0.002194973,0.001886065,0.0004781621,0.00265703,0.003190127,0.001048321,0.0482513,0.3282364,0.1483433],"study_design_scores_gemma":[0.00006156508,0.0001415405,0.7402079,0.0004871637,0.0009433788,0.0001096742,0.006254957,0.00157268,0.004162876,0.003215609,0.2427135,0.0001292484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3211305,0.05458638,0.00499536,0.05187698,0.001355638,0.0003070186,0.1668088,0.001763726,0.3971757],"genre_scores_gemma":[0.7715191,0.009692376,0.002232912,0.004706518,0.0004054699,0.00009584372,0.05219962,0.0003478104,0.1588003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03950781,"threshold_uncertainty_score":0.2093418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229440749086884,"score_gpt":0.228518875637885,"score_spread":0.1862244681470162,"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."}}