{"id":"W6946480716","doi":"10.34989/sdp-2022-14","title":"The Business Leaders’ Pulse— An Online Business Survey","year":2022,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Electronic business; Online business; Business risks; Survey data collection; Supply chain; Key (lock); Small business; Business information; Business cycle; Business operations","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":[0.003318574,0.0003119141,0.0004317366,0.002846355,0.001224958,0.001253611,0.000511255,0.0007936868,0.01509011],"category_scores_gemma":[0.008601426,0.0005242627,0.000218667,0.003093347,0.0002678894,0.001654623,0.001320378,0.001319638,0.009616852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012829,"about_ca_system_score_gemma":0.00294153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01969113,"about_ca_topic_score_gemma":0.03402025,"domain_scores_codex":[0.9967148,0.001187637,0.0004546249,0.0002378615,0.001008298,0.0003968377],"domain_scores_gemma":[0.9857146,0.002970197,0.001907723,0.001009244,0.005710746,0.002687466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003825084,0.004428393,0.2935058,0.0002576125,0.00006486572,0.0003300561,0.003582764,0.0003183633,0.001225217,0.001137523,0.5423608,0.1524061],"study_design_scores_gemma":[0.0002977422,0.001049256,0.7285328,0.0001603644,0.00003272605,0.0002052133,0.006650639,0.001561311,0.000978622,0.0005318758,0.259905,0.00009451788],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6702766,0.0003120922,0.004568296,0.006416433,0.0003860848,0.01723793,0.2034513,0.001017332,0.09633382],"genre_scores_gemma":[0.6413895,0.002037717,0.02562258,0.009618659,0.0007556784,0.05230619,0.1665957,0.0004210171,0.1012529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969113,"threshold_uncertainty_score":0.05048144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586371104632386,"score_gpt":0.2900878164306298,"score_spread":0.2342241053843059,"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."}}