{"id":"W7061150670","doi":"","title":"Square Forms","year":2012,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Square (algebra); Sample (material); Kiln; Calculus (dental); Algebra over a field","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004002081,0.0004370905,0.0003760868,0.0001502895,0.001476038,0.0001580292,0.0005170622,0.0001457093,0.001058151],"category_scores_gemma":[0.00001747299,0.0004046175,0.0003645789,0.0004993738,0.0003467126,0.0007774457,0.0002143323,0.0006630801,0.0003608782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222967,"about_ca_system_score_gemma":0.0007696537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002087745,"about_ca_topic_score_gemma":0.000005485064,"domain_scores_codex":[0.9967085,0.0001330139,0.0005189662,0.0004930769,0.000840432,0.001306004],"domain_scores_gemma":[0.998394,0.00007801748,0.0001569058,0.0005800364,0.000196564,0.0005945381],"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":[0.0003281319,0.00148885,0.2958096,0.000120021,0.0005843276,0.00004604212,0.001037447,0.00168144,0.01793773,0.6631053,0.01003829,0.00782284],"study_design_scores_gemma":[0.00209415,0.0002453669,0.02675954,0.00009955186,0.0000793935,0.0001734589,0.001889509,0.001450583,0.02471037,0.001703558,0.9395692,0.001225331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7213112,0.0005126742,0.005779039,0.0001870418,0.0009088366,0.0005504863,0.00006208107,0.0001715354,0.2705171],"genre_scores_gemma":[0.9738777,0.000003257883,0.0004152214,0.00009235719,0.001816635,0.0001978481,0.00006643541,0.00006140087,0.02346912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9295309,"threshold_uncertainty_score":0.999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089884769691134,"score_gpt":0.2537544416915951,"score_spread":0.2428555939946837,"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."}}