{"id":"W6949525549","doi":"10.5281/zenodo.14234328","title":"REHOUSE public report: Report of Social requirements identified in the elicitation activities","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"European Commission","keywords":"Deliverable; Workflow; Task (project management); Requirements elicitation; Process (computing); Work (physics); Protocol (science); Data collection","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":[0.02850953,0.001202991,0.0007490623,0.005030421,0.00321936,0.002986335,0.001738595,0.00255808,0.03673295],"category_scores_gemma":[0.07441377,0.0005727554,0.0006011105,0.003272349,0.00126623,0.001806279,0.005864693,0.002424844,0.01821362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004619483,"about_ca_system_score_gemma":0.01060769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172135,"about_ca_topic_score_gemma":0.008106441,"domain_scores_codex":[0.9711381,0.01006797,0.003297015,0.001490796,0.01167956,0.002326627],"domain_scores_gemma":[0.8897528,0.04446324,0.008332324,0.009930482,0.04566018,0.001861064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001417085,0.001714194,0.02986415,0.004671761,0.0000826143,0.004085054,0.1047871,0.001606501,0.03313348,0.009084854,0.5153962,0.2941569],"study_design_scores_gemma":[0.0001019235,0.001064187,0.06851445,0.001577967,0.00005653881,0.0008378652,0.080757,0.001970883,0.02672969,0.00287284,0.8152514,0.0002652951],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4358291,0.001475465,0.09362493,0.03075274,0.002709488,0.05040412,0.1537365,0.006202354,0.2252653],"genre_scores_gemma":[0.5081552,0.00253327,0.06639488,0.006680952,0.001000834,0.06865938,0.09249792,0.004667547,0.24941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03673295,"threshold_uncertainty_score":0.1507747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04951256669583624,"score_gpt":0.2630289572716371,"score_spread":0.2135163905758009,"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."}}