{"id":"W2981873137","doi":"","title":"Dare the future - Laval Virtual 2019 -messut","year":2019,"lang":"it","type":"article","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001385733,0.0007166144,0.0004642801,0.0006891674,0.002108503,0.008988167,0.0008096703,0.00252047,0.4929235],"category_scores_gemma":[0.002038416,0.0002246345,0.0004784965,0.0005070516,0.0009195787,0.002554927,0.005197577,0.003084858,0.2351487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741614,"about_ca_system_score_gemma":0.002217649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621586,"about_ca_topic_score_gemma":0.008244414,"domain_scores_codex":[0.9992722,0.0001492456,0.00001730387,0.0000883324,0.0002735305,0.0001995165],"domain_scores_gemma":[0.9988753,0.0001323176,0.00004477781,0.0001065996,0.0002051064,0.0006358929],"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":[0.0001359284,0.00004137236,0.0002595113,0.000134343,0.000005937165,0.00009578791,0.0001211235,0.00009223401,0.0003657567,0.01645649,0.9201702,0.06212125],"study_design_scores_gemma":[0.000009114559,0.00001361033,0.0004175858,0.00005973027,0.000001033211,0.00003821067,0.0001333759,0.00005731361,0.0001053022,0.001279114,0.9978815,0.00000406786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003176305,0.009926461,0.001325492,0.0280064,0.04285679,0.00006232875,0.004091927,0.001643295,0.908911],"genre_scores_gemma":[0.0121991,0.001256674,0.0007042919,0.00139977,0.0009255778,0.00002878025,0.001403095,0.0003999495,0.9816828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4929235,"threshold_uncertainty_score":0.7232831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442397789675367,"score_gpt":0.3801022274368407,"score_spread":0.3356782495400871,"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."}}