{"id":"W4392349102","doi":"10.18280/ts.410125","title":"Predicting and Analyzing Rock Mechanical Properties Using Image Processing Techniques","year":2024,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Computer science; Geology; Image processing; Artificial intelligence; Pattern recognition (psychology); Computer vision","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000302147,0.0005544265,0.0003978737,0.001983303,0.0002018121,0.0005962336,0.0004456744,0.0006154992,0.0006289356],"category_scores_gemma":[0.0007785473,0.0002171037,0.0004133161,0.001174375,0.0004000731,0.0009612413,0.0002385308,0.0003809765,0.0003063152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935942,"about_ca_system_score_gemma":0.0003630887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163664,"about_ca_topic_score_gemma":0.002512854,"domain_scores_codex":[0.9997993,0.00002143775,0.00001153992,0.00004953652,0.00009876367,0.0000193946],"domain_scores_gemma":[0.9996704,0.0001304153,0.00007602791,0.00003571017,0.00007453586,0.00001298535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001178126,0.0001660038,0.01011788,0.0002896845,0.0000833532,0.000265067,0.0001589868,0.1117945,0.4012838,0.002578173,0.0009536871,0.472191],"study_design_scores_gemma":[0.000007748358,0.00009169617,0.01160046,0.0000149139,0.00005124467,0.0001859954,0.00008884312,0.911073,0.07371564,0.001869677,0.001273182,0.00002755541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09657472,0.0003120017,0.9008722,0.00009273775,0.00002205611,0.0000442702,0.00008993226,0.0007946946,0.001197351],"genre_scores_gemma":[0.5908898,0.0007427348,0.4068633,0.0000516439,0.00004925001,0.00005724265,0.0002170539,0.00006643811,0.001062668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001983303,"threshold_uncertainty_score":0.003254175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246427189194043,"score_gpt":0.2424235191990853,"score_spread":0.2199592473071449,"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."}}