{"id":"W1862750314","doi":"10.3968/j.ccc.1923670020070301.006","title":"A Research on Square-Pallet Chain-Pump’s Working Principle","year":2010,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pallet; Square (algebra); Humanities; Chain (unit); Rhyme; Philosophy; Art; Mathematics; Engineering; Mechanical engineering; Physics; Geometry; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101801,0.0001726725,0.0001592312,0.0001116243,0.0008448907,0.0003913918,0.0007559545,0.0001658881,0.00006500616],"category_scores_gemma":[0.0001295792,0.0001406427,0.00006766133,0.0004079913,0.0001378424,0.0001577883,0.0003471725,0.001069982,0.0001855205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009643652,"about_ca_system_score_gemma":0.0000111879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002425281,"about_ca_topic_score_gemma":0.0001799204,"domain_scores_codex":[0.9987065,0.00006667052,0.0002541877,0.0002132306,0.0003595649,0.0003998747],"domain_scores_gemma":[0.9983299,0.0001557453,0.00004296322,0.001022518,0.0003672988,0.00008159543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000061288,0.0001669622,0.0004328645,0.0001297462,0.0001181904,0.000004291649,0.002289531,0.0008592486,0.3500495,0.6091342,0.002973804,0.03378038],"study_design_scores_gemma":[0.001197467,0.0002492748,0.003893906,0.000304264,0.00001822384,0.0000175257,0.001567887,0.07205974,0.08410902,0.0170572,0.8184899,0.001035577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759138,0.0004062412,0.00009300173,0.0005594765,0.0004592611,0.0003097321,0.000007896934,0.0003889446,0.02186163],"genre_scores_gemma":[0.9977815,0.0005669809,0.0008095723,0.00004616761,0.0001330286,0.0001027034,0.0000577768,0.00003118977,0.00047106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8155161,"threshold_uncertainty_score":0.6498301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07975128606642311,"score_gpt":0.3840309571409455,"score_spread":0.3042796710745224,"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."}}