{"id":"W6990742492","doi":"","title":"Elastic behavior and freezing of crystals with square symmetry","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Square (algebra); Symmetry (geometry); Deformation (meteorology); Elasticity (physics); 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"],"consensus_categories":[],"category_scores_codex":[0.0007099084,0.0007119235,0.0008659373,0.0005200384,0.0007890403,0.0001219989,0.00059278,0.0005744402,0.0008824177],"category_scores_gemma":[0.000308084,0.0006802436,0.0001765093,0.0005179396,0.0001483055,0.001313398,0.00006947725,0.0008194079,0.0001559453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764806,"about_ca_system_score_gemma":0.00008434742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058224,"about_ca_topic_score_gemma":0.001752013,"domain_scores_codex":[0.9961839,0.0002265816,0.001078299,0.0008762119,0.0009829031,0.000652116],"domain_scores_gemma":[0.9975937,0.0002541795,0.0007125886,0.0006781074,0.0004577598,0.0003036635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001713549,0.0002532379,0.0001094875,0.0009552673,0.00006718241,0.00004400846,0.00004070065,0.00005538777,0.9713221,0.01247507,0.000001286292,0.01450495],"study_design_scores_gemma":[0.001453953,0.0004197186,0.00742637,0.001514089,0.0009242502,0.0001296366,0.001328613,0.00001368149,0.9829061,0.000968602,0.001636215,0.00127879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727308,0.0002788626,0.00000107228,0.000005604255,0.0005453636,0.0009126461,0.002081149,0.0002206942,0.02322376],"genre_scores_gemma":[0.9956337,0.00007167379,0.002238107,0.00004172558,0.0000414112,0.0002328969,0.0004933011,0.0001714423,0.001075709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290289,"threshold_uncertainty_score":0.9995649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398226816466924,"score_gpt":0.2439504886307233,"score_spread":0.2299682204660541,"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."}}