{"id":"W4214896941","doi":"10.1080/00431672.2010.490172","title":"Weatherwatch","year":2010,"lang":"en","type":"article","venue":"Weatherwise","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Environmental 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004320738,0.001169171,0.0006530032,0.003271199,0.001012858,0.002591338,0.001054698,0.001032757,0.697168],"category_scores_gemma":[0.001652366,0.0007277869,0.000511119,0.002482778,0.0001978453,0.002976771,0.001618255,0.001185453,0.5739564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003085086,"about_ca_system_score_gemma":0.0005739658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806222,"about_ca_topic_score_gemma":0.007092878,"domain_scores_codex":[0.9996065,0.00002753215,0.00001880368,0.00007126336,0.0002266651,0.00004917531],"domain_scores_gemma":[0.9988347,0.0001608483,0.00006913975,0.0002915204,0.000457639,0.0001862214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001074377,0.00004043114,0.0002419725,0.00009414939,0.000005340462,0.00002984423,0.00003315037,0.0001020716,0.0009174269,0.001173613,0.8337247,0.1635297],"study_design_scores_gemma":[0.00002674695,0.00001962917,0.0009730597,0.00002969921,0.000008723128,0.00003853551,0.00002424189,0.0003956475,0.0009293722,0.00120658,0.996332,0.00001579202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002028318,0.001037447,0.01228062,0.0006867981,0.001328484,0.0001882593,0.02220825,0.04677245,0.9134692],"genre_scores_gemma":[0.004242541,0.0005907916,0.003365255,0.0003267597,0.000284221,0.00008226712,0.01515365,0.005073026,0.9708815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.302832,"threshold_uncertainty_score":0.4319531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439681884724241,"score_gpt":0.2118482623735294,"score_spread":0.197451443526287,"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."}}