{"id":"W4241072437","doi":"10.1090/gsm/192/03","title":"Weak solutions","year":2018,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004881321,0.001176111,0.0006267076,0.001224509,0.001085894,0.002635984,0.0007106856,0.00109399,0.04547386],"category_scores_gemma":[0.001513376,0.0003381457,0.0005984192,0.000722502,0.001813939,0.003737801,0.002462755,0.003072297,0.01334946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068826,"about_ca_system_score_gemma":0.0007246549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003744012,"about_ca_topic_score_gemma":0.0004161092,"domain_scores_codex":[0.999687,0.00007514541,0.00001299291,0.00005464589,0.0001309802,0.00003932221],"domain_scores_gemma":[0.9997575,0.00007189131,0.00002005245,0.00004150608,0.00006973463,0.00003933961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004110205,0.000006229904,0.0000185374,0.00004349943,0.000003107195,0.00000819807,0.00006539281,0.0001763987,0.0002588208,0.9694229,0.01726425,0.01272864],"study_design_scores_gemma":[0.000004631705,0.00000705383,0.00004308104,0.0000514391,0.000003730716,0.00003578321,0.00005912907,0.0005998214,0.0002265668,0.9059722,0.09299237,0.000004244041],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005001383,0.00430099,0.04866926,0.005377888,0.001809845,0.00003464668,0.0001882545,0.0001583483,0.9344594],"genre_scores_gemma":[0.09467962,0.0076742,0.01447124,0.002008206,0.002291182,0.0001571787,0.0004844093,0.0005049396,0.877729],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04547386,"threshold_uncertainty_score":0.1521252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3244789356430405,"score_gpt":0.3652196809036201,"score_spread":0.04074074526057953,"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."}}