{"id":"W4406156845","doi":"10.1101/2025.01.07.631652","title":"Are ant-plant mutualisms stronger at lower latitudes? A case study using the castor plant in the Indian subcontinent","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indian subcontinent; Castor oil; Latitude; ANT; Biology; Ecology; Geography; Ancient history","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003350261,0.0002770635,0.0002296875,0.0009007684,0.002008753,0.0008277328,0.0005123565,0.0002777755,0.0009215451],"category_scores_gemma":[0.0005502412,0.0001109088,0.0002413499,0.00122707,0.0007173175,0.0002470451,0.0006515196,0.0004142275,0.0001289625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051926,"about_ca_system_score_gemma":0.0005728768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1266532,"about_ca_topic_score_gemma":0.2614293,"domain_scores_codex":[0.9997281,0.0001009824,0.000006814766,0.00003023419,0.00002695796,0.0001068425],"domain_scores_gemma":[0.9995648,0.0001540174,0.00009830829,0.00004648247,0.00005232529,0.00008405146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004012804,0.0005261162,0.9168962,0.0001506737,0.00008730313,0.01796794,0.02977768,0.0006854223,0.008370333,0.001125797,0.0006769196,0.02333434],"study_design_scores_gemma":[0.00001246003,0.00009998609,0.9427546,0.00002863477,0.00004882092,0.002039686,0.05013671,0.0009789955,0.001157114,0.0001146275,0.002604008,0.00002440602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990711,0.00005476347,0.00003789117,0.00003125338,6.928643e-7,0.000004201615,0.00002916362,0.00000247375,0.0007684365],"genre_scores_gemma":[0.9995502,0.00006133725,0.0001253004,0.0000138023,0.000001517914,0.000002209182,0.00003116194,0.000001904333,0.0002125732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1266532,"threshold_uncertainty_score":0.251832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213175239296185,"score_gpt":0.2453783622839395,"score_spread":0.2032466098909776,"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."}}