{"id":"W2783443839","doi":"10.1017/jwe.2017.39","title":"Collective Economic Conceptualization of Strategic Actions by Québec Cidermakers: A Mixed Methods–Based Approach","year":2017,"lang":"en","type":"article","venue":"Journal of Wine Economics","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Conceptualization; Perspective (graphical); Inference; Action (physics); Collective action; Microeconomics; Management science; Economics; Sociology; Positive economics; Computer science; Political science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007448609,0.0004829869,0.000514701,0.005366835,0.0029904,0.003821767,0.001860669,0.0006693652,0.004863063],"category_scores_gemma":[0.0170595,0.0002457783,0.0005116806,0.008217124,0.002258368,0.001368371,0.002295447,0.0009825643,0.0001377694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0258669,"about_ca_system_score_gemma":0.01335655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8654515,"about_ca_topic_score_gemma":0.858653,"domain_scores_codex":[0.9953558,0.002987684,0.0001365625,0.0005023435,0.0006333464,0.0003841628],"domain_scores_gemma":[0.9882217,0.007162658,0.001321028,0.0007060285,0.002274716,0.0003138711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004040217,0.0003322352,0.5899096,0.0005788994,0.000691278,0.0004675238,0.05786451,0.03693568,0.001217619,0.1557346,0.007249598,0.1486144],"study_design_scores_gemma":[0.00008129182,0.0002375089,0.5682662,0.0005984941,0.0002385415,0.00009010825,0.1799522,0.171822,0.001202895,0.04604287,0.03129142,0.0001765291],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927836,0.0007736026,0.05048623,0.001186336,0.00003091985,0.0006292545,0.002162029,0.00004913967,0.01684649],"genre_scores_gemma":[0.9811605,0.0001038846,0.0161065,0.00006650255,0.000005429849,0.0003523243,0.0005974358,0.000006396956,0.001601142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345485,"threshold_uncertainty_score":0.2706818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0831143915326683,"score_gpt":0.3048545699130154,"score_spread":0.2217401783803471,"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."}}