{"id":"W1600050395","doi":"10.2139/ssrn.2352981","title":"Equipping Canadian Workers: Business Investment Loses a Step Against Competitors Abroad","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Competitor analysis; Business; Investment (military); Business administration; Labour economics; Marketing; Economics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008988006,0.0001567408,0.000170954,0.0001924973,0.001033751,0.0003210471,0.000465327,0.0001494818,0.0002704142],"category_scores_gemma":[0.0002186877,0.0001577125,0.00008303379,0.0005656953,0.0002073804,0.0005096207,0.00002044449,0.0012304,0.0002168994],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005628318,"about_ca_system_score_gemma":0.02035474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9506486,"about_ca_topic_score_gemma":0.9924069,"domain_scores_codex":[0.995625,0.0001424279,0.0002419558,0.0001866006,0.0003882365,0.003415734],"domain_scores_gemma":[0.9987592,0.00004904153,0.0001602788,0.0001470899,0.000178414,0.0007059749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001460881,0.00006259891,0.01678648,0.00001486681,0.0002744301,0.00003947942,0.006012164,0.0001312405,0.00008172657,0.7732139,0.1345948,0.06877369],"study_design_scores_gemma":[0.0004574852,0.00005166639,0.01773765,0.0001385046,0.00001923901,0.00004029188,0.01148939,0.00002684361,0.000005364219,0.05415001,0.9154666,0.0004169636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7794105,0.005932269,0.0002789705,0.08506608,0.001447168,0.000726721,0.00003193855,0.00007594734,0.1270304],"genre_scores_gemma":[0.9746725,0.002279648,0.00005998352,0.0077386,0.001480701,0.00001490137,0.000002841228,0.00002297297,0.01372784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7808718,"threshold_uncertainty_score":0.9981889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009930668851732712,"score_gpt":0.2561249006062493,"score_spread":0.2461942317545165,"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."}}