{"id":"W6968374424","doi":"10.5281/zenodo.13786094","title":"D4.3 – IPSP Guidelines","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"European Commission","keywords":"Scope (computer science); Deliverable; Relevance (law); Task (project management); Order (exchange); Publishing; Service (business)","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06369469,0.00176222,0.001321292,0.01413257,0.004345801,0.02080874,0.007478439,0.01408004,0.03409502],"category_scores_gemma":[0.1329056,0.002147583,0.002374063,0.008387046,0.004568414,0.008957312,0.008200369,0.009759427,0.05896056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009906413,"about_ca_system_score_gemma":0.0536902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02158686,"about_ca_topic_score_gemma":0.01489214,"domain_scores_codex":[0.9077816,0.02466026,0.01711206,0.003746706,0.04233958,0.004359797],"domain_scores_gemma":[0.858484,0.03325554,0.006176001,0.01134781,0.08613384,0.004602826],"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":[0.00005583369,0.0001327516,0.0005601944,0.00172738,0.00001971134,0.0004788888,0.002517505,0.001330325,0.002275323,0.1254589,0.7714705,0.09397266],"study_design_scores_gemma":[0.000007973315,0.00001055422,0.0001903908,0.0007412214,0.000005706184,0.0001157191,0.0002865175,0.0001236363,0.0003830462,0.005354071,0.9927559,0.00002520373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004584578,0.008279204,0.2361579,0.07107484,0.01785306,0.009774662,0.02607076,0.0138388,0.6123663],"genre_scores_gemma":[0.02521712,0.0118681,0.4100241,0.03572066,0.004624268,0.0130696,0.06151644,0.008442299,0.4295175],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9791912,"threshold_uncertainty_score":0.3368537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.218814742427364,"score_gpt":0.4156466996511087,"score_spread":0.1968319572237446,"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."}}