{"id":"W2374911140","doi":"","title":"The Research of Optimization Quarter Sawing with Double Circular Saw Blades","year":2010,"lang":"en","type":"article","venue":"China Forestry Science and Technology","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Circular saw; Acoustics; Computer science; Structural engineering; Engineering; Physics; Geography; Archaeology; Blade (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005488624,0.00005567416,0.00006294464,0.0002092652,0.0004831338,0.00004057438,0.0003058519,0.00009849718,0.000001715081],"category_scores_gemma":[0.00006455924,0.00003444631,0.000006426631,0.0009651828,0.0007046682,0.0001089826,0.00005516854,0.0003747655,0.000001061376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000915272,"about_ca_system_score_gemma":0.00005385595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000866602,"about_ca_topic_score_gemma":0.0000165894,"domain_scores_codex":[0.9993233,0.000003434045,0.00008174116,0.0001352267,0.0002055922,0.0002507131],"domain_scores_gemma":[0.9995379,0.00002126961,0.0000154764,0.0002599824,0.0001338248,0.00003158587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004359872,0.00006487974,0.01390014,0.0001827682,0.00004505945,0.00002061192,0.001786342,0.1071778,0.5914855,0.2523479,0.0003153005,0.03263006],"study_design_scores_gemma":[0.000592322,0.0002630563,0.001747048,0.0000704472,0.00001018887,0.000147517,0.001671739,0.7432554,0.2316074,0.01910133,0.001291808,0.0002416675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924368,0.0001422015,0.006108965,0.0004360226,0.0001387716,0.00008030671,3.11678e-7,0.0001209078,0.0005357048],"genre_scores_gemma":[0.9981599,0.00004913665,0.001746814,0.000001456977,0.00001603249,0.000007385998,3.029392e-7,0.000006434932,0.00001247771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6360776,"threshold_uncertainty_score":0.3715924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079258678802515,"score_gpt":0.2465281756137294,"score_spread":0.2357355888257043,"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."}}