{"id":"W3208625138","doi":"10.1142/s0218495821500175","title":"A Cognitive Measure of Entrepreneurial Alertness","year":2021,"lang":"en","type":"article","venue":"Journal of Enterprising Culture","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Alertness; Cognition; Psychology; Construct (python library); Cognitive psychology; Scale (ratio); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001867626,0.0002995835,0.0003223185,0.002915064,0.0004271572,0.001090554,0.0004607754,0.0007129344,0.003792344],"category_scores_gemma":[0.01657968,0.0001093866,0.0004462003,0.001436142,0.0004872853,0.001072029,0.001094963,0.001013795,0.0004700378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528035,"about_ca_system_score_gemma":0.0005620734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008739924,"about_ca_topic_score_gemma":0.001460948,"domain_scores_codex":[0.9984618,0.0003652669,0.0002432857,0.000106615,0.000691755,0.0001312476],"domain_scores_gemma":[0.9835063,0.005846218,0.005561921,0.0009645183,0.002323377,0.001797743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006894376,0.00306109,0.7127893,0.0006282692,0.0004502325,0.0004714249,0.005673812,0.002781522,0.00973042,0.01318839,0.009334604,0.2412015],"study_design_scores_gemma":[0.00004986418,0.0009554949,0.9750596,0.0001113982,0.00008620935,0.0004906828,0.001913902,0.002718544,0.001510922,0.006235877,0.01077289,0.00009463496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383869,0.0005416485,0.01084095,0.000486504,0.0001292081,0.0007116329,0.001708872,0.0001822352,0.04701208],"genre_scores_gemma":[0.9854001,0.0003587794,0.009517463,0.0001910432,0.00006481494,0.00042661,0.000908985,0.0000120506,0.003120039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003792344,"threshold_uncertainty_score":0.01268667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832549857578571,"score_gpt":0.2541985666217116,"score_spread":0.2358730680459259,"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."}}