{"id":"W175513280","doi":"10.1007/0-306-47668-1_9","title":"Chrysophyte Scales and Cysts","year":2005,"lang":"en","type":"book-chapter","venue":"Kluwer Academic Publishers eBooks","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002293376,0.0004677708,0.0003579698,0.0001301018,0.0001444049,0.0001272688,0.0005959248,0.001799175,0.0001001665],"category_scores_gemma":[0.00003674764,0.0005024034,0.000183289,0.00001092068,0.0004068069,0.00001979029,0.0005704827,0.001011517,0.00005518687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004018737,"about_ca_system_score_gemma":0.0001253008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006548345,"about_ca_topic_score_gemma":0.00001445175,"domain_scores_codex":[0.9981996,0.00002444167,0.0003162725,0.0007785072,0.0002764527,0.0004047393],"domain_scores_gemma":[0.9989488,0.00001398749,0.0002023329,0.0004689549,0.00009337338,0.0002725875],"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":[0.0004380314,0.00002822047,0.002091877,0.0003106983,0.001160151,0.00008260843,0.0003204033,0.00000435409,0.02728577,0.03919952,0.8049624,0.124116],"study_design_scores_gemma":[0.0005125303,0.00009182874,0.0003518622,0.00007054743,0.00007693674,0.00006724444,0.000008404196,0.000001770907,0.001710318,0.005747727,0.9907309,0.0006299343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004092941,0.005931921,0.00003870503,0.000316664,0.0004134155,0.0004286475,0.0001637754,0.00005258479,0.9885613],"genre_scores_gemma":[0.05551085,0.0004239635,0.0002228534,0.002044486,0.002135786,0.00001902416,0.0003428521,0.000103931,0.9391962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1857685,"threshold_uncertainty_score":0.9997427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229388407674483,"score_gpt":0.2195113168445652,"score_spread":0.2072174327678203,"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."}}