{"id":"W6912680732","doi":"10.5281/zenodo.7461705","title":"D4.1: Interim PRACE Training Report","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Deliverable; Training (meteorology); Interim; Summit; Work (physics); Pandemic","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":[0.01065304,0.0008922899,0.000473219,0.002854492,0.002093079,0.005369162,0.002697492,0.002348857,0.317919],"category_scores_gemma":[0.01607828,0.0009675684,0.000727645,0.001527608,0.0005278484,0.002512117,0.005188602,0.003272412,0.239585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00339179,"about_ca_system_score_gemma":0.01597938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01573146,"about_ca_topic_score_gemma":0.01337348,"domain_scores_codex":[0.9911724,0.001200774,0.0003406584,0.0005271755,0.005035582,0.001723377],"domain_scores_gemma":[0.9840189,0.001092888,0.0006230315,0.001184741,0.008858374,0.004222131],"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":[0.0001644401,0.0001712268,0.0009309969,0.0002645233,0.000005569366,0.00008681839,0.0001954679,0.0003765185,0.0008294266,0.002364076,0.9546046,0.04000627],"study_design_scores_gemma":[0.00002275326,0.0001324973,0.003713177,0.0001178343,0.000002396237,0.00004744628,0.0001709273,0.0001725945,0.0007041633,0.0004288895,0.9944682,0.00001905513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009785278,0.000935739,0.01455574,0.01448702,0.008221763,0.007726163,0.1831944,0.01073892,0.7503549],"genre_scores_gemma":[0.0208759,0.0007280296,0.01802163,0.003362007,0.001092706,0.006864203,0.1354073,0.003324277,0.8103238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.317919,"threshold_uncertainty_score":0.9729058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09195930282356636,"score_gpt":0.2917728311685026,"score_spread":0.1998135283449363,"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."}}