{"id":"W2598990551","doi":"","title":"Estudio demográfico de Mammillaria mystax en Cañada Morelos, Puebla, México","year":2012,"lang":"es","type":"article","venue":"Cactaceas y suculentas mexicanas","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Population; Geography; Demography","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":[0.001121168,0.0005592863,0.000587616,0.00004272005,0.0008122611,0.0003020982,0.001063303,0.000504809,0.002562615],"category_scores_gemma":[0.0006033644,0.0002930178,0.0004173354,0.0009426405,0.0004157219,0.0003618907,0.0004372926,0.0008056429,0.001217191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336761,"about_ca_system_score_gemma":0.0001895693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004719026,"about_ca_topic_score_gemma":0.001146967,"domain_scores_codex":[0.9949688,0.0005681032,0.0005966902,0.0007411415,0.0008875909,0.002237615],"domain_scores_gemma":[0.9963142,0.0008044323,0.0002176507,0.0004012098,0.0001571181,0.002105405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143954,0.001533698,0.746399,0.0001015489,0.0004482307,0.00005677243,0.0003986086,0.000007598402,0.0911753,0.05227118,0.05281919,0.05464492],"study_design_scores_gemma":[0.0003099098,0.0002285125,0.6757826,0.00006503829,0.0001412439,0.00003989433,0.0008560023,0.00006709802,0.004075148,0.0006516324,0.317177,0.0006059447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723348,0.006347605,0.00003538387,0.01316771,0.0003657256,0.0008444362,0.0004633289,0.0001417291,0.006299314],"genre_scores_gemma":[0.9912239,0.002445717,0.0002792492,0.0009136726,0.002374571,0.0001391354,0.0001671442,0.00001477005,0.002441854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643578,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130942090208112,"score_gpt":0.2812177771922237,"score_spread":0.2599083562901426,"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."}}