{"id":"W4383877799","doi":"10.1002/pan3.10497","title":"The searchscape of fear: A global analysis of internet search trends for biophobias","year":2023,"lang":"en","type":"article","venue":"People and Nature","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Koneen Säätiö; Academy of Finland","keywords":"Disgust; Extant taxon; Phobias; Population; Psychology; The Internet; Anxiety; Demography; Geography; Social psychology; Sociology; Computer science; Biology; Evolutionary biology; Psychiatry; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0003662963,0.00004119666,0.0001133334,0.0001141934,0.00004904866,0.00000992836,0.0001320086,0.0000853368,0.0001391008],"category_scores_gemma":[0.00002689501,0.00002584682,0.00007221459,0.001994334,0.00005546976,0.00001903127,0.00002814735,0.0000891133,0.00000666833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004422212,"about_ca_system_score_gemma":0.00002094589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004288736,"about_ca_topic_score_gemma":0.001342086,"domain_scores_codex":[0.9994914,0.00003393483,0.00009387187,0.0001278064,0.000112465,0.0001405525],"domain_scores_gemma":[0.9995213,0.0002543681,0.00003558911,0.0001035979,0.00005511583,0.00003004227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005536455,0.0001299501,0.8008384,0.00004692017,0.0009705963,0.000001425874,0.01278831,0.000008668368,0.0009545317,0.03231174,0.09040898,0.0609868],"study_design_scores_gemma":[0.00009580241,0.00009215319,0.99404,0.000002715231,0.00009092595,0.000001536761,0.001859521,0.0009846312,0.0001074733,0.0001510142,0.002543143,0.00003108243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963073,0.000637592,0.00001185603,0.001237277,0.0001867963,0.0000504338,0.0002247552,0.0000080108,0.001336028],"genre_scores_gemma":[0.9958798,0.0000720021,0.00001744223,0.0000265148,0.00003205175,0.000006624026,0.0000788249,0.00000166556,0.003885046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932016,"threshold_uncertainty_score":0.1523056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012955332528271,"score_gpt":0.378487402890086,"score_spread":0.3483578495648033,"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."}}