{"id":"W6994241783","doi":"","title":"Harmonic 122553","year":2010,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shovel; Point (geometry); Harmonic; Work (physics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000250783,0.0002954697,0.0002967462,0.000204666,0.0001394753,0.0006018719,0.0004742951,0.0004175648,0.0148223],"category_scores_gemma":[0.00001131413,0.0002456893,0.00006048478,0.0002181067,0.0001335245,0.003819555,0.0003127462,0.0004083706,0.0008443363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007161609,"about_ca_system_score_gemma":0.00006985258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.88199e-7,"about_ca_topic_score_gemma":0.000001678231,"domain_scores_codex":[0.9983946,0.00005644919,0.0003738087,0.0002493668,0.0002898144,0.0006359773],"domain_scores_gemma":[0.9991258,0.0000308303,0.0002017461,0.0003615275,0.00001167973,0.0002684085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003158784,0.00002247681,0.0000150861,0.0003012438,0.00001366992,0.000003502961,0.00006522993,0.00005825041,0.001244955,0.1753149,0.8157461,0.007183037],"study_design_scores_gemma":[0.0002782418,0.00003292069,0.00007181334,0.0002452403,0.000005638404,0.00001189155,0.000001406208,0.0002922044,0.00101498,0.000137487,0.9976186,0.0002895507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001933329,0.0003653223,0.0003783501,0.0002961714,0.002981817,0.0003063216,0.0001740351,0.000630809,0.9946738],"genre_scores_gemma":[0.0362023,0.02085427,0.01571451,0.005690225,0.01199756,0.0002570242,0.003258078,0.0009153222,0.9051107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1818725,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008886028805177894,"score_gpt":0.2159633716650357,"score_spread":0.2070773428598578,"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."}}