{"id":"W7057047564","doi":"","title":"The identification of entrepreneurial competencies associated with successful self-employment in trade-related occupations in the Province of New Brunswick","year":2020,"lang":"en","type":"dissertation","venue":"OakTrust (Texas A&M University Libraries)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Data collection; Competence (human resources)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156594,0.0002214912,0.0003307613,0.0002035407,0.00007553877,0.00005724705,0.0006908145,0.0002687615,0.00004142833],"category_scores_gemma":[0.00008427487,0.0001848627,0.0000735679,0.0008081478,0.00009040396,0.0002543548,0.00003307316,0.000452192,0.000001424132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009689152,"about_ca_system_score_gemma":0.0005592593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120176,"about_ca_topic_score_gemma":0.0149796,"domain_scores_codex":[0.998526,0.0001753244,0.0005406349,0.0002314887,0.0003366843,0.0001898053],"domain_scores_gemma":[0.9988663,0.0003392824,0.0003688904,0.0003457477,0.00004164846,0.00003816713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004627449,0.002580262,0.2681093,0.003996115,0.002776357,0.0005269791,0.2151823,0.02288884,0.0069055,0.4302377,0.03195289,0.01021639],"study_design_scores_gemma":[0.003189768,0.0005403713,0.9246967,0.0008603615,0.0005560779,0.000002578821,0.0143947,0.009674249,0.02839682,0.001278108,0.01535833,0.001051896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882846,0.0001857668,0.00007197473,0.000557682,0.0001876346,0.00120138,0.00004229648,0.0002646287,0.009204024],"genre_scores_gemma":[0.9976154,0.0002220159,0.0002095205,0.000008917124,0.00001430943,0.000001648234,0.0003831115,0.00002722922,0.001517869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6565875,"threshold_uncertainty_score":0.8358968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005979931132783591,"score_gpt":0.1815854385825762,"score_spread":0.1756055074497926,"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."}}