{"id":"W7161937922","doi":"10.82308/50286","title":"Physical and mechanical properties of rocks exposed: To microwave irradiation: Potential application to tunnel boring","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breakage; Excavation; Shear (geology); Microwave; Ultimate tensile strength; Compressive strength; Fracture (geology); Drilling","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":[],"consensus_categories":[],"category_scores_codex":[0.0002079949,0.0001549547,0.0001754459,0.0001706382,0.0001307585,0.0002472093,0.0001464694,0.0002624742,0.001392796],"category_scores_gemma":[0.0003068764,0.0001426628,0.0001911943,0.0001671498,0.0001687604,0.0001646632,0.000130349,0.0002361156,0.0001933912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008756501,"about_ca_system_score_gemma":0.00007838944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022756,"about_ca_topic_score_gemma":0.0003814033,"domain_scores_codex":[0.9999367,0.00001062621,0.000002851544,0.00001101671,0.00002713829,0.00001157363],"domain_scores_gemma":[0.9998748,0.0000378127,0.00003593728,0.00001223764,0.00002432264,0.00001474845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001916804,0.00002413242,0.002380997,0.0001174021,0.000007337978,0.00009586153,0.00007639876,0.0005105922,0.9905216,0.00004155995,0.00004989944,0.005982693],"study_design_scores_gemma":[0.00001946155,0.00211605,0.05093576,0.00002751085,0.000050815,0.0005428658,0.0002662775,0.002646495,0.9401864,0.00007410863,0.003116367,0.0000179308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951078,0.001054914,0.002652926,0.00004875969,0.000007555229,0.00001682724,0.00004108226,0.0000347904,0.001035373],"genre_scores_gemma":[0.9955414,0.0009220177,0.002086782,0.00002025746,0.000006127566,0.00001058911,0.00005667405,0.00001072897,0.001345481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392796,"threshold_uncertainty_score":0.004659295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185969952475144,"score_gpt":0.251214135561931,"score_spread":0.2326171403144165,"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."}}