{"id":"W4387588410","doi":"10.2139/ssrn.4600944","title":"Experimental Investigations on Clt Panels with End Notches","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of Victoria","funders":"","keywords":"Geology; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003747991,0.0004136544,0.0004486403,0.0002802932,0.0001474515,0.0002415392,0.0004796101,0.0001788935,0.00007654508],"category_scores_gemma":[0.00001622429,0.0003341114,0.0001765912,0.0001478438,0.00006364252,0.00009505197,0.000121989,0.002475407,0.00011004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269223,"about_ca_system_score_gemma":0.0005475883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006470146,"about_ca_topic_score_gemma":0.0001286852,"domain_scores_codex":[0.9973549,0.00006174308,0.000412378,0.0002913702,0.0004212721,0.001458341],"domain_scores_gemma":[0.9992886,0.00005359904,0.0001553493,0.00033144,0.00004865104,0.0001223468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001598888,0.00007073832,0.0006008655,0.0001595848,0.005505199,0.00007091385,0.001296644,0.651594,0.3039777,0.03287716,0.0007385436,0.002948815],"study_design_scores_gemma":[0.001432723,0.0009130999,0.004228855,0.0008158424,0.0006777911,0.00094028,0.002205059,0.005584542,0.5833887,0.3968848,0.0005639446,0.002364367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956031,0.0009760308,0.001245316,0.0004585364,0.0007724504,0.0001773802,0.00001934618,0.0003835644,0.0003642186],"genre_scores_gemma":[0.9978699,0.0004643798,0.0003249632,0.0000291032,0.0007162473,0.00003361955,0.00005832743,0.0001108561,0.0003925948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6460094,"threshold_uncertainty_score":0.9999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988045158627642,"score_gpt":0.2412086940497355,"score_spread":0.2213282424634591,"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."}}