{"id":"W6949147539","doi":"10.5281/zenodo.12230693","title":"how to be a better husband book pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aerospace, Electronics, Mathematical Modeling","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Limiting; Work (physics); Circumstantial evidence; Paraphernalia; Frugality","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":["insufficient_payload"],"category_scores_codex":[0.0004952899,0.0006844818,0.0006130663,0.001163813,0.001873806,0.006109106,0.0008296919,0.001379565,0.8479714],"category_scores_gemma":[0.00243129,0.0004352331,0.0007538279,0.001139457,0.0005306517,0.004150731,0.003086788,0.001814886,0.7634537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009101593,"about_ca_system_score_gemma":0.001371365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610352,"about_ca_topic_score_gemma":0.01076428,"domain_scores_codex":[0.9993728,0.00006218296,0.00002232387,0.00007271388,0.0003588121,0.0001112438],"domain_scores_gemma":[0.9986535,0.00009071483,0.00003736752,0.0001073542,0.0005095209,0.0006014603],"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":[0.00001214484,0.0000379023,0.00009517594,0.00007340949,0.000001499155,0.00004918009,0.00007664008,0.00002556666,0.0002380442,0.001339179,0.9435302,0.05452108],"study_design_scores_gemma":[0.000003335712,0.000009874258,0.000295566,0.00003956583,0.000001305392,0.00006411056,0.0001387536,0.00001324367,0.000119518,0.0002859197,0.999024,0.000004760557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005335525,0.0006450124,0.0006651116,0.002174118,0.002073092,0.0001084817,0.0009604114,0.001426265,0.991414],"genre_scores_gemma":[0.001386588,0.0005438558,0.0007736612,0.0006249464,0.0002357265,0.00002571514,0.0004633402,0.0005566534,0.9953895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1520286,"threshold_uncertainty_score":0.2168504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228482462439112,"score_gpt":0.2261344916084099,"score_spread":0.2032862453644987,"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."}}