{"id":"W1837594448","doi":"10.1520/stp11447s","title":"Pullout Resistance of Roofing Fasteners Using Different Methods","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Ministère de la Défense Nationale; Public Works and Government Services Canada","keywords":"Resistance (ecology); Structural engineering; Engineering; Forensic engineering; Architectural engineering; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009730804,0.0002556343,0.0004749504,0.0001881328,0.00002662432,0.00001579809,0.00009398953,0.0001994557,0.0007972358],"category_scores_gemma":[0.000008117425,0.0002329783,0.0002213227,0.00003791766,0.00002840562,0.00003830135,0.00001639675,0.0001581077,0.00000527885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048943,"about_ca_system_score_gemma":0.00001080643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000361745,"about_ca_topic_score_gemma":0.00006469293,"domain_scores_codex":[0.9991102,0.00001824158,0.0004003403,0.0001780992,0.000159031,0.0001340496],"domain_scores_gemma":[0.999494,0.00003381974,0.00009619033,0.0002786519,0.00004247166,0.00005489035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001738159,0.00002142408,0.00004566235,0.001079072,0.002312428,0.00001694736,0.0003222138,0.4643913,0.01714196,0.4887939,0.003001642,0.02285603],"study_design_scores_gemma":[0.0003063622,0.00001172459,0.00001356341,0.0004094708,0.0007090397,0.000003885594,0.0000645797,0.9185613,0.004286775,0.008591606,0.06594005,0.001101591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00002337633,0.0003870195,0.542633,0.000006699395,0.000103808,0.00003927737,0.000004923882,0.00005758431,0.4567443],"genre_scores_gemma":[0.006340888,0.0002172369,0.17017,0.00007067571,0.00004575544,0.000002171788,0.0000281795,0.0001163817,0.8230087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4802023,"threshold_uncertainty_score":0.950058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501120809547407,"score_gpt":0.2652367388007641,"score_spread":0.24022553070529,"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."}}