{"id":"W2738878977","doi":"","title":"10 Mistakes made by consumers when hiring a contractor by My Canadian Contractors","year":2011,"lang":"en","type":"article","venue":"","topic":"Business Law and Ethics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Independent contractor; Operations management; Work (physics); 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":[0.01141529,0.0005203372,0.0003475465,0.00163428,0.05686222,0.01087897,0.002160664,0.009547271,0.009946129],"category_scores_gemma":[0.04206343,0.0007898171,0.0006091946,0.001792092,0.0161433,0.003203228,0.003084236,0.01327231,0.002066239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1089049,"about_ca_system_score_gemma":0.08725037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9535531,"about_ca_topic_score_gemma":0.9749634,"domain_scores_codex":[0.9814637,0.004879776,0.0003487416,0.00109156,0.007491863,0.0047243],"domain_scores_gemma":[0.9690911,0.009428973,0.001528187,0.0009946011,0.01449434,0.004462891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000168418,0.0001508038,0.02704025,0.0000751397,0.00002492104,0.004834174,0.5417512,0.0004061655,0.001823471,0.0423957,0.3377542,0.04357553],"study_design_scores_gemma":[0.0000136655,0.00005544889,0.01416558,0.000248091,0.00002823191,0.001100728,0.5463248,0.0004928824,0.001070756,0.002722076,0.4335986,0.0001791422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3926728,0.002761353,0.002897846,0.3838811,0.002561255,0.0001725147,0.0002548882,0.0002298539,0.2145683],"genre_scores_gemma":[0.7524216,0.001308885,0.002426228,0.04960231,0.0002618578,0.00006520309,0.00007420657,0.0002510709,0.1935888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1089049,"threshold_uncertainty_score":0.7901642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337476154959468,"score_gpt":0.1907939584940785,"score_spread":0.1574191969444838,"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."}}