{"id":"W4403868829","doi":"10.1007/978-981-97-8189-8_7","title":"Mechanical Strength Characteristics of Rocks","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology; Materials science","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":[0.0001300997,0.0002784379,0.0003031953,0.001056528,0.0002023929,0.0005961347,0.0007408925,0.0003146248,0.0141583],"category_scores_gemma":[0.0008732962,0.0002364073,0.0001587732,0.00080854,0.0002880825,0.0005625185,0.0003308844,0.0003349951,0.003513054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485382,"about_ca_system_score_gemma":0.0001714783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000642575,"about_ca_topic_score_gemma":0.0008980514,"domain_scores_codex":[0.9998165,0.000009773427,0.000005292438,0.0000272217,0.0001237097,0.00001753758],"domain_scores_gemma":[0.9997035,0.0001105684,0.00003972591,0.00002945481,0.00009598579,0.00002087235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003364361,0.0001616124,0.007443136,0.0009339782,0.00005753411,0.0006905901,0.0005388779,0.08497315,0.3712613,0.126771,0.01780353,0.3890289],"study_design_scores_gemma":[0.00004501194,0.0005465656,0.07686307,0.000286638,0.00009815624,0.004754329,0.0009563246,0.3265337,0.2397255,0.1282068,0.2218402,0.0001439312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2499172,0.007537197,0.07289366,0.0005379844,0.000167302,0.00009142414,0.002063149,0.0005949812,0.6661972],"genre_scores_gemma":[0.8488902,0.003446655,0.005523195,0.00007382364,0.000138105,0.00004671485,0.001279934,0.0002393542,0.1403619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0141583,"threshold_uncertainty_score":0.04736423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386297152617009,"score_gpt":0.203668030650724,"score_spread":0.1898050591245539,"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."}}