{"id":"W7143802483","doi":"10.4314/mcd.v19i1.1","title":"Alfred Crossley and Alfred Grandidier: An enduring mystery of early natural history collecting in Madagascar","year":2024,"lang":"","type":"article","venue":"Madagascar Conservation & Development","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Geographer; Naturalism; Natural history; Reading (process); Geologist; Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001881419,0.0005073546,0.0007704789,0.0003931926,0.001075078,0.0001950139,0.0003486693,0.0002789636,0.0001695579],"category_scores_gemma":[0.0001968703,0.0005549551,0.0001434799,0.001065147,0.0007418201,0.0009455105,0.0001874249,0.0005150529,0.00001250147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002570656,"about_ca_system_score_gemma":0.002209032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954324,"about_ca_topic_score_gemma":0.02137176,"domain_scores_codex":[0.9955326,0.0005729612,0.001329883,0.0009473185,0.0008929933,0.0007242519],"domain_scores_gemma":[0.9985147,0.0002796164,0.0003885996,0.0002554474,0.0003454513,0.000216199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003772789,0.0002044253,0.06742149,0.0009621065,0.0005536979,0.0001460941,0.8991461,0.00001471285,0.005447368,0.004587527,0.01097691,0.01016226],"study_design_scores_gemma":[0.002055205,0.0003186976,0.4000071,0.002280124,0.0002456214,0.00002664512,0.08474975,0.0006122154,0.001203267,0.0006277651,0.5059761,0.001897533],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572082,0.03122008,0.00004446335,0.0006371388,0.002843976,0.0007394392,0.00001979737,0.0001391078,0.007147764],"genre_scores_gemma":[0.9898881,0.0005638431,0.0009394309,0.0002222363,0.0001778632,0.00009152815,0.00002684775,0.00004559814,0.008044566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8143964,"threshold_uncertainty_score":0.9996902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355109929145063,"score_gpt":0.2630079438177064,"score_spread":0.2274969509032001,"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."}}