{"id":"W6950277124","doi":"10.5281/zenodo.7855656","title":"FastForward for Termination","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Horizon 2020 Framework Programme","keywords":"Workflow; Troubleshooting; Artifact (error); Workaround; Suite; Byte; Process (computing); Code (set theory)","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":[],"consensus_categories":[],"category_scores_codex":[0.007512461,0.002403292,0.001552706,0.00227759,0.002138901,0.006434608,0.003986187,0.002721963,0.110826],"category_scores_gemma":[0.05149229,0.001815616,0.003458948,0.002369676,0.003015594,0.01212514,0.006902305,0.007735973,0.06845196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619456,"about_ca_system_score_gemma":0.00380112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863113,"about_ca_topic_score_gemma":0.002675179,"domain_scores_codex":[0.989427,0.0028646,0.000800847,0.001695544,0.004182642,0.0010294],"domain_scores_gemma":[0.9766145,0.009571575,0.0008769924,0.007461889,0.004899499,0.0005755207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005228965,0.00009180135,0.0006476417,0.0007191693,0.00005315132,0.0002769337,0.0004855249,0.008200034,0.004670138,0.3895769,0.3658424,0.2289135],"study_design_scores_gemma":[0.0001248125,0.00007958511,0.0002129501,0.000314677,0.00003684415,0.0003778007,0.00006948199,0.0268487,0.01267573,0.3760927,0.5830518,0.0001148611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001406373,0.000607514,0.8835043,0.002735288,0.00200554,0.0001773235,0.002610504,0.07533611,0.03161711],"genre_scores_gemma":[0.05487319,0.001369237,0.7760289,0.003956645,0.001293391,0.001073799,0.01091426,0.08350567,0.06698497],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.110826,"threshold_uncertainty_score":0.3707498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205187850287328,"score_gpt":0.2398331495696749,"score_spread":0.2177812710668016,"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."}}