{"id":"W7023396629","doi":"","title":"Kanavasta brändi","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000856755,0.001092468,0.0006107495,0.001521975,0.004419784,0.010119,0.0009527744,0.0023001,0.357127],"category_scores_gemma":[0.002523848,0.0005612786,0.0006628525,0.001824409,0.001068795,0.007105075,0.004703972,0.003298341,0.2398219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139198,"about_ca_system_score_gemma":0.00191271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005094989,"about_ca_topic_score_gemma":0.0135316,"domain_scores_codex":[0.9987653,0.0001085337,0.00005147629,0.0003274569,0.0005602728,0.0001869484],"domain_scores_gemma":[0.9986321,0.0001456159,0.00009806531,0.0001896851,0.0005391024,0.0003953325],"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":[0.0002060496,0.000158645,0.00253297,0.0005308627,0.00002470195,0.0005876328,0.00534112,0.00008314985,0.00672522,0.0702372,0.6137686,0.2998038],"study_design_scores_gemma":[0.000003693123,0.00002034756,0.0007274122,0.00005431985,0.00000655756,0.0002217198,0.0007141085,0.00005310831,0.0005596257,0.001313234,0.9963149,0.00001089514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006692331,0.003119661,0.002321571,0.007279457,0.003837872,0.0001056401,0.0009685379,0.001165075,0.9745098],"genre_scores_gemma":[0.01626235,0.002364992,0.001731399,0.002112154,0.0005747201,0.00004728414,0.0007632729,0.0004468678,0.975697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.357127,"threshold_uncertainty_score":0.9169803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382594086237125,"score_gpt":0.2379436167089408,"score_spread":0.2241176758465696,"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."}}